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Awesome Stars Awesome

A curated list of my GitHub stars! Generated by stargazed

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🏠 Contents

Agda

Name Description Author Stars
1 HoTT-UF-Agda-Lecture-Notes Lecture notes on univalent foundations of mathematics with Agda martinescardo 221

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Astro

Name Description Author Stars
1 youmightnotneedjquery HubSpot 14214

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Awk

Name Description Author Stars
1 ready-made-twitter-searches prefabricated twitter searches for civil society purposes alecmuffett 44

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Batchfile

Name Description Author Stars
1 MediaCreationTool.bat Universal MCT wrapper script for all Windows 10/11 versions from 1507 to 21H2! AveYo 9158
2 Adobe-Debloater Adobe Deloater FlickyOs 112
3 LxgwWenKai An open-source Chinese font derived from Fontworks' Klee One. 一款开源中文字体,基于 FONTWORKS 出品字体 Klee One 衍生。 lxgw 18756
4 APTSimulator A toolset to make a system look as if it was the victim of an APT attack NextronSystems 2499

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C

Name Description Author Stars
1 operating-system-in-1000-lines Writing an OS in 1,000 lines. nuta 1568
2 gmt The Generic Mapping Tools GenericMappingTools 874
3 cubnm A toolbox for biophysical network modeling on GPUs amnsbr 10
4 qAverageColor SIMD accelerated method to get the average color of an RGBA8 image Wunkolo 49
5 entr Run arbitrary commands when files change eradman 4787
6 the-art-of-debugging The Art of Debugging stas00 839
7 austin Python frame stack sampler for CPython P403n1x87 1970
8 chsrc chsrc 全平台通用换源工具与框架. Change Source everywhere for every software RubyMetric 4504
9 bytehound A memory profiler for Linux. koute 4553
10 wuffs Wrangling Untrusted File Formats Safely google 4247
11 sioyek Sioyek is a PDF viewer with a focus on textbooks and research papers ahrm 7382
12 unleashed-firmware Flipper Zero Unleashed Firmware DarkFlippers 18298
13 deskhop Fast Desktop Switching Device hrvach 6714
14 SimSIMD Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐 ashvardanian 1197
15 fsearch A fast file search utility for Unix-like systems based on GTK3 cboxdoerfer 3426
16 multiply_test Comparing 6502 multiply routines TobyLobster 140
17 how-to-optimize-gemm flame 1790
18 jq Command-line JSON processor jqlang 30987
19 sshfs A network filesystem client to connect to SSH servers deadbeefsociety 591
20 PSBits Simple (relatively) things allowing you to dig a bit deeper than usual. gtworek 3273
21 no-more-secrets A command line tool that recreates the famous data decryption effect seen in the 1992 movie Sneakers. bartobri 7562
22 endlessh SSH tarpit that slowly sends an endless banner skeeto 7427
23 randomgen Numpy-compatible bit generators and add some random variate distributions missing from NumPy. bashtage 115
24 progress Linux tool to show progress for cp, mv, dd, ... (formerly known as cv) Xfennec 8607
25 ttyd Share your terminal over the web tsl0922 8370
26 f3 F3 - Fight Flash Fraud AltraMayor 2616
27 ExplorerPatcher This project aims to enhance the working environment on Windows valinet 25627
28 simplewall Simple tool to configure Windows Filtering Platform (WFP) which can configure network activity on your computer. henrypp 6560
29 yabai A tiling window manager for macOS based on binary space partitioning koekeishiya 24617
30 bspwm A tiling window manager based on binary space partitioning baskerville 7853
31 pngquant Lossy PNG compressor — pngquant command based on libimagequant library kornelski 5299
32 open-gpu-kernel-modules NVIDIA Linux open GPU kernel module source NVIDIA 15427
33 mtr Official repository for mtr, a network diagnostic tool traviscross 2759
34 unicorn Unicorn CPU emulator framework (ARM, AArch64, M68K, Mips, Sparc, PowerPC, RiscV, S390x, TriCore, X86) unicorn-engine 7802
35 chibicc A small C compiler rui314 9850
36 markov Materials for book: "Markov Chains for programmers" czekster 280
37 mesh a lightweight and versatile artificial neural network simulator hbrouwer 10
38 pam-duress A Pluggable Authentication Module (PAM) which allows the establishment of alternate passwords that can be used to perform actions to clear sensitive data, notify IT/Security staff, close off sensitive network connections, etc if a user is coerced into giving a threat actor a password. nuvious 1342
39 the_silver_searcher A code-searching tool similar to ack, but faster. ggreer 26296
40 blis BLAS-like Library Instantiation Software Framework flame 2354
41 hpn-ssh HPN-SSH based on OpenSSH rapier1 343
42 jit-tutorial How to write a very simple JIT compiler spencertipping 1815
43 AppleSiliconForNeuroimaging Review the challenges and potential of ARM-based Apple Silicon macOS for brain imaging research neurolabusc 263
44 masscan TCP port scanner, spews SYN packets asynchronously, scanning entire Internet in under 5 minutes. robertdavidgraham 23952
45 ustreamer µStreamer - Lightweight and fast MJPEG-HTTP streamer pikvm 1770
46 atop System and process monitor for Linux Atoptool 832
47 squashfs-tools tools to create and extract Squashfs filesystems plougher 803
48 flipperzero-firmware Flipper Zero firmware source code flipperdevices 13449
49 notcurses blingful character graphics/TUI library. definitely not curses. dankamongmen 3722
50 LookingGlass An extremely low latency KVMFR (KVM FrameRelay) implementation for guests with VGA PCI Passthrough. gnif 4804
51 hdrview A simple research-oriented image viewer with an emphasis on examining and comparing high-dynamic range (HDR) images. wkjarosz 328
52 darktable darktable is an open source photography workflow application and raw developer darktable-org 10280
53 rufus The Reliable USB Formatting Utility pbatard 29962
54 Ventoy A new bootable USB solution. ventoy 64152
55 fast-histogram ⚡ Fast 1D and 2D histogram functions in Python ⚡ astrofrog 268
56 nq Unix command line queue utility leahneukirchen 2827
57 darknet Convolutional Neural Networks pjreddie 25949
58 cosmopolitan build-once run-anywhere c library jart 18759
59 raylib A simple and easy-to-use library to enjoy videogames programming raysan5 24400
60 bcc BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more iovisor 20867
61 simde Implementations of SIMD instruction sets for systems which don't natively support them. simd-everywhere 2500
62 rnnoise Recurrent neural network for audio noise reduction xiph 4267
63 jpeg2png silky smooth JPEG decoding victorvde 588
64 darknet YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) AlexeyAB 21866
65 japronto Screaming-fast Python 3.5+ HTTP toolkit integrated with pipelining HTTP server based on uvloop and picohttpparser. squeaky-pl 8605
66 lab A customisable 3D platform for agent-based AI research google-deepmind 7160
67 simh The Computer History Simulation Project simh 1691
68 c4 C in four functions rswier 9921
69 immutables A high-performance immutable mapping type for Python. MagicStack 1137
70 seafile High performance file syncing and sharing, with also Markdown WYSIWYG editing, Wiki, file label and other knowledge management features. haiwen 12613
71 halmak The final version of the AI designed keyboard layout kaievns 1081
72 shadowsocksr-native 翻墙 从容穿越党国敏感日 ShadowsocksR (SSRoT) native implementation for all platforms, GFW terminator ShadowsocksR-Live 2766
73 logitech_unifier A program to pair devices to a Logitech Unifying Receiver on Linux. treeder 354
74 sshfs-win SSHFS For Windows winfsp 5309
75 grbl An open source, embedded, high performance g-code-parser and CNC milling controller written in optimized C that will run on a straight Arduino gnea 4136
76 cnm-code Graph sampling algorithms from the paper 'Constraints and spandrels of interareal connectomes'. mikarubi 4
77 betaflight Open Source Flight Controller Firmware betaflight 8875
78 SEAL SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight". muhanzhang 631
79 os-tutorial How to create an OS from scratch cfenollosa 27701
80 nv MultiMarkdown version of Notational Velocity with Markdown editing features and preview ttscoff 1778
81 barrier Open-source KVM software debauchee 27969
82 touchstream lightweight mouse/keyboard network sharing utility buserror 101
83 retro Retro Games in Gym openai 3433
84 OpenSimpleLidar Open Source scanning laser rangefinder iliasam 2401
85 bitwise Bitwise is an educational project where we create the software/hardware stack for a computer from scratch. pervognsen 5141
86 InsecureProgramming mirror of gera's insecure programming examples | http://community.coresecurity.com/~gera/InsecureProgramming/ deadbits 270
87 system-bus-radio Transmits AM radio on computers without radio transmitting hardware. fulldecent 6519
88 30dayMakeOS 《30天自制操作系统》源码中文版。自己制作一个操作系统(OSASK)的过程 yourtion 6033
89 netdata Architected for speed. Automated for easy. Monitoring and troubleshooting, transformed! netdata 72958
90 How-to-Make-a-Computer-Operating-System How to Make a Computer Operating System in C++ SamyPesse 21621
91 linux Linux kernel source tree torvalds 186077

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C#

Name Description Author Stars
1 mixbox Mixbox is a library for natural color mixing based on real pigments. scrtwpns 3059
2 CSharpRepl A command line C# REPL with syntax highlighting – explore the language, libraries and nuget packages interactively. waf 2995
3 BenchmarkDotNet Powerful .NET library for benchmarking dotnet 10733
4 N_m3u8DL-RE Cross-Platform, modern and powerful stream downloader for MPD/M3U8/ISM. English/简体中文/繁體中文. nilaoda 5095
5 ArchiSteamFarm C# application with primary purpose of farming Steam cards from multiple accounts simultaneously. JustArchiNET 11577
6 QuestPDF QuestPDF is a modern open-source .NET library for PDF document generation. Offering comprehensive layout engine powered by concise and discoverable C# Fluent API. Easily generate PDF reports, invoices, exports, etc. QuestPDF 12324
7 wumgr Windows update managemetn tool for windows 10 DavidXanatos 1450
8 PSReadLine A bash inspired readline implementation for PowerShell PowerShell 3807
9 MarkovJunior Probabilistic language based on pattern matching and constraint propagation, 153 examples mxgmn 7593
10 SymSpell SymSpell: 1 million times faster spelling correction & fuzzy search through Symmetric Delete spelling correction algorithm wolfgarbe 3185
11 P The P programming language. p-org 3077
12 Lottie-Windows Lottie-Windows is a library (and related tools) for rendering Lottie animations on Windows 10 and Windows 11. CommunityToolkit 644
13 SteamTools 🛠「Watt Toolkit」是一个开源跨平台的多功能 Steam 工具箱。 BeyondDimension 20930
14 AspNetCoreDiagnosticScenarios This repository has examples of broken patterns in ASP.NET Core applications davidfowl 8207
15 N_m3u8DL-CLI [.NET] m3u8 downloader 开源的命令行m3u8/HLS/dash下载器,支持普通AES-128-CBC解密,多线程,自定义请求头等. 支持简体中文,繁体中文和英文. English Supported. nilaoda 14636
16 wincompose 🔣 Compose Key for Windows samhocevar 2651
17 dnGrep Graphical GREP tool for Windows dnGrep 1602
18 Bulk-Crap-Uninstaller Remove large amounts of unwanted applications quickly. Klocman 13277
19 EarTrumpet EarTrumpet - Volume Control for Windows File-New-Project 9147
20 Pepper-s-Cone-Unity Pepper's Cone roxanneluo 182
21 LibgenDesktop libgenapps 1848
22 PowerToys Windows system utilities to maximize productivity microsoft 113930
23 MathUtilities A collection of some of the neat math and physics tricks that I've collected over the last few years. zalo 4475
24 OpenRA Open Source real-time strategy game engine for early Westwood games such as Command & Conquer: Red Alert written in C# using SDL and OpenGL. Runs on Windows, Linux, *BSD and Mac OS X. OpenRA 14934
25 ShareX ShareX is a free and open source program that lets you capture or record any area of your screen and share it with a single press of a key. It also allows uploading images, text or other types of files to many supported destinations you can choose from. ShareX 30516
26 Cosmos Cosmos is an operating system "construction kit". Build your own OS using managed languages such as C#, VB.NET, and more! CosmosOS 2972
27 ScreenToGif 🎬 ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video. NickeManarin 24281
28 shadowsocks-windows A C# port of shadowsocks shadowsocks 58582
29 roslyn The Roslyn .NET compiler provides C# and Visual Basic languages with rich code analysis APIs. dotnet 19198
30 WaveFunctionCollapse Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics mxgmn 23610

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C++

Name Description Author Stars
1 polyscope A C++ & Python viewer for 3D data like meshes and point clouds nmwsharp 1865
2 cp-algorithms Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru) cp-algorithms 8088
3 ml_dtypes A stand-alone implementation of several NumPy dtype extensions used in machine learning. jax-ml 238
4 adelie A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems. JamesYang007 28
5 bnm_cuda Biophysical network modeling of the brain amnsbr 3
6 duckdb DuckDB is an analytical in-process SQL database management system duckdb 25872
7 abseil-cpp Abseil Common Libraries (C++) abseil 15320
8 tracy Frame profiler wolfpld 10594
9 enoki Enoki: structured vectorization and differentiation on modern processor architectures mitsuba-renderer 1270
10 fcpw fast distance and ray intersection queries rohan-sawhney 327
11 rr Record and Replay Framework rr-debugger 9281
12 dataloader High-performance tokenized language data-loader for Python C++ extension catid 12
13 ugrep NEW ugrep 7.1: a more powerful, ultra fast, user-friendly, compatible grep. Includes a TUI, Google-like Boolean search with AND/OR/NOT, fuzzy search, hexdumps, searches (nested) archives (zip, 7z, tar, pax, cpio), compressed files (gz, Z, bz2, lzma, xz, lz4, zstd, brotli), pdfs, docs, and more Genivia 2711
14 ELIZA A Simulation in C++ of Joseph Weizenbaum’s 1966 ELIZA anthay 45
15 symforce Fast symbolic computation, code generation, and nonlinear optimization for robotics symforce-org 1465
16 vpinball Visual Pinball vpinball 602
17 vapoursynth A video processing framework with simplicity in mind vapoursynth 1727
18 Hook a graphical C/C++ runtime editor abolinsky 185
19 ParlayANN A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such algorithms. cmuparlay 129
20 point-cloud-utils An easy-to-use Python library for processing and manipulating 3D point clouds and meshes. fwilliams 1377
21 spectra A header-only C++ library for large scale eigenvalue problems yixuan 761
22 RSpectra R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems yixuan 80
23 NGT Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data yahoojapan 1276
24 nanobind nanobind: tiny and efficient C++/Python bindings wjakob 2492
25 OpenCat An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development. PetoiCamp 3744
26 Hypersomnia Multiplayer top-down shooter made from scratch in C++. Play in your Browser! https://hypersomnia.io Made in 🇵🇱 TeamHypersomnia 1195
27 zeal Offline documentation browser inspired by Dash zealdocs 11939
28 spdlog Fast C++ logging library. gabime 25093
29 PyGenStability PyGenStability: Multiscale community detection with generalized Markov Stability barahona-research-group 35
30 fully-homomorphic-encryption An FHE compiler for C++ google 3534
31 ImHex 🔍 A Hex Editor for Reverse Engineers, Programmers and people who value their retinas when working at 3 AM. WerWolv 46639
32 morton-nd A header-only compile-time Morton encoding / decoding library for N dimensions. morton-nd 99
33 cdc-file-transfer Tools for synching and streaming files from Windows to Linux google 2976
34 lnav Log file navigator tstack 8293
35 freud Powerful, efficient particle trajectory analysis in scientific Python. glotzerlab 286
36 codon A high-performance, zero-overhead, extensible Python compiler using LLVM exaloop 15293
37 BetterNCM NCM 软件插件管理器 std-microblock 7482
38 tensorstore Library for reading and writing large multi-dimensional arrays. google 1374
39 thrust [ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl NVIDIA 4946
40 polybar A fast and easy-to-use status bar polybar 14317
41 pyg-lib Low-Level Graph Neural Network Operators for PyG pyg-team 179
42 humap Hierarchical Uniform Manifold Approximation and Projection wilsonjr 233
43 CARLsim6 CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail. UCI-CARL 44
44 mosh Mobile Shell mobile-shell 12765
45 dwarfs A fast high compression read-only file system for Linux, Windows and macOS mhx 2199
46 raybender Fast CPU rendering in Python using the Intel® Embree backend cvg 40
47 modern-cmake-by-example IPADS 实验室新人培训第二讲:CMake(2021.11.3) stdrc 620
48 tuplex Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set. tuplex 809
49 thread-pool BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library bshoshany 2307
50 xournalpp Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input from devices such as Wacom Tablets. xournalpp 11738
51 projectm projectM - Cross-platform Music Visualization Library. Open-source and Milkdrop-compatible. projectM-visualizer 3477
52 kbd-audio 🎤⌨️ Acoustic keyboard eavesdropping ggerganov 8604
53 ros_face maHidaka 1324
54 RawTherapee A powerful cross-platform raw photo processing program Beep6581 3026
55 taskflow A General-purpose Task-parallel Programming System using Modern C++ taskflow 10488
56 altWinDirStat An unofficial modification of WinDirStat ariccio 623
57 datatable A Python package for manipulating 2-dimensional tabular data structures h2oai 1819
58 tinyrenderer A brief computer graphics / rendering course ssloy 21056
59 arrow Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics apache 14854
60 or-tools Google's Operations Research tools: google 11521
61 kakoune mawww's experiment for a better code editor mawww 10090
62 xgboost Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow dmlc 26494
63 Rack The virtual Eurorack studio VCVRack 4090
64 pygeodesic Python library to compute geodesic distance over a triangular based surface mesh mhogg 88
65 PX4-Autopilot PX4 Autopilot Software PX4 8792
66 course 高性能并行编程与优化 - 课件 parallel101 3857
67 GraphicAlgorithm 🐙 🐙图形学论文实现 AngelMonica126 1457
68 PyMeshLab The open source mesh processing python library cnr-isti-vclab 823
69 MatX An efficient C++17 GPU numerical computing library with Python-like syntax NVIDIA 1239
70 inviwo Inviwo - Interactive Visualization Workshop inviwo 465
71 DesignPattern C++11全套设计模式-23种指针的用法(a full DesignPattern implement with c++11) jaredtao 942
72 SpaceCadetPinball Decompilation of 3D Pinball for Windows – Space Cadet k4zmu2a 3584
73 implot Immediate Mode Plotting epezent 5006
74 libqalculate Qalculate! library and CLI Qalculate 1946
75 BlockTheSpot Video, audio & banner adblock/skip for Spotify mrpond 10941
76 BespokeSynth Software modular synth BespokeSynth 4174
77 workflow C++ Parallel Computing and Asynchronous Networking Framework sogou 13411
78 wslg Enabling the Windows Subsystem for Linux to include support for Wayland and X server related scenarios microsoft 10379
79 FractalCryptGUI Free cross-platform deniable encryption cryptoarchiver zorggomat 396
80 s3fs-fuse FUSE-based file system backed by Amazon S3 s3fs-fuse 8824
81 nethogs Linux 'net top' tool raboof 3244
82 LeetCode-Solutions 🏋️ Python / Modern C++ Solutions of All 3420 LeetCode Problems (Weekly Update) kamyu104 4770
83 50YearsOfRayTracing 以历史的发展的眼光来看光线追踪技术,1968年至2018年重点论文相关算法复现。 neil3d 435
84 triton Development repository for the Triton language and compiler triton-lang 14062
85 Proton Compatibility tool for Steam Play based on Wine and additional components ValveSoftware 25122
86 The-Powder-Toy Written in C++ and using SDL, The Powder Toy is a desktop version of the classic 'falling sand' physics sandbox, it simulates air pressure and velocity as well as heat. The-Powder-Toy 4678
87 OpenHD OpenHD OpenHD 2000
88 DistroAV DistroAV (formerly OBS-NDI): NDI integration for OBS Studio DistroAV 3424
89 ClusterShapley Explaining dimensionality results using SHAP values wilsonjr 53
90 Design-Patterns-in-Cpp17 C++17 implementation of 23 GoF design patterns for zero memory leaks using smart pointers. downdemo 319
91 Effective-Modern-Cpp C++11/14/17 best practices for getting started quickly with modern C++. downdemo 254
92 Cpp-Concurrency-in-Action-2ed C++11/14/17/20 multithreading, involving operating system principles and concurrent programming technology. downdemo 2059
93 Cpp-Templates-2ed C++11/14/17/20 templates and generic programming, the most complex and difficult technical details of C++, indispensable in building infrastructure libraries. downdemo 1615
94 genn GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA. genn-team 237
95 perspective A data visualization and analytics component, especially well-suited for large and/or streaming datasets. finos 8746
96 flashlight A C++ standalone library for machine learning flashlight 5315
97 slurm_showq A modification to the slurm_showq code written by TACC. fasrc 43
98 khiva An open-source library of algorithms to analyse time series in GPU and CPU. shapelets 231
99 1earn ffffffff0x 团队维护的安全知识框架,内容包括不仅限于 web安全、工控安全、取证、应急、蓝队设施部署、后渗透、Linux安全、各类靶机writup ffffffff0x 5408
100 win3wm A Tiling Window Manager for windows 10, Inspired by i3wm McYoloSwagHam 1063
101 evoplex Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS. evoplex 135
102 treesheets TreeSheets : Free Form Data Organizer (see strlen.com/treesheets) aardappel 2687
103 Marlin Marlin is an optimized firmware for RepRap 3D printers based on the Arduino platform. Many commercial 3D printers come with Marlin installed. Check with your vendor if you need source code for your specific machine. MarlinFirmware 16460
104 DGtal Digital Geometry Tools and Algorithm Library DGtal-team 373
105 cutlass CUDA Templates for Linear Algebra Subroutines NVIDIA 6022
106 DearPyGui Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies hoffstadt 13608
107 annoy Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk spotify 13420
108 lab2d A customisable 2D platform for agent-based AI research google-deepmind 423
109 gtn Automatic differentiation with weighted finite-state transducers. facebookresearch 454
110 libcudacxx [ARCHIVED] The C++ Standard Library for your entire system. See https://github.com/NVIDIA/cccl NVIDIA 2295
111 ad-handbook Automatic Differentiation Handbook bob-carpenter 145
112 Relativty An open source VR headset with SteamVR supports for $200 relativty 6682
113 simdjson Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks simdjson 19590
114 OpenRCT2 An open source re-implementation of RollerCoaster Tycoon 2 🎢 OpenRCT2 13774
115 fhe-toolkit-linux IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search. IBM 1441
116 HElib HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations. homenc 3172
117 qulacs Variational Quantum Circuit Simulator for Quantum Computation Research qulacs 430
118 entt Gaming meets modern C++ - a fast and reliable entity component system (ECS) and much more skypjack 10473
119 CPP_Optimizations_Diary Tips and tricks to optimize your C++ code facontidavide 1182
120 ot_estimators Implementations of several fast approximate algorithms for geometric optimal transport (OT) ilyaraz 117
121 CPlusPlusThings C++那些事 Light-City 40003
122 EternalTerminal Re-Connectable secure remote shell MisterTea 3085
123 graph-learn An Industrial Graph Neural Network Framework alibaba 1294
124 bohrium Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX bh107 221
125 darwin Evolutionary Algorithms Framework tlemo 109
126 gudhi-devel The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding. GUDHI 261
127 networkit NetworKit is a growing open-source toolkit for large-scale network analysis. networkit 778
128 typesense Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences typesense 21753
129 XSpotify A modified Spotify client with DRM bypass. meik97 1334
130 cmder Lovely console emulator package for Windows cmderdev 26120
131 trojan An unidentifiable mechanism that helps you bypass GFW. trojan-gfw 19075
132 Z0FCourse_ReverseEngineering Reverse engineering focusing on x64 Windows. 0xZ0F 5269
133 vowpal_wabbit Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning. VowpalWabbit 8515
134 faiss A library for efficient similarity search and clustering of dense vectors. facebookresearch 32432
135 glChAoS.P 3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime BrutPitt 808
136 LeetCode ✏️ LeetCode solutions in C++ 11 and Python3 pezy 3458
137 PJON PJON (Padded Jittering Operative Network) is an experimental, arduino-compatible, multi-master, multi-media network protocol. gioblu 2734
138 taskwarrior Taskwarrior - Command line Task Management GothenburgBitFactory 4618
139 cvxpy A Python-embedded modeling language for convex optimization problems. cvxpy 5567
140 snap Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library. snap-stanford 2204
141 TensorRT NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT. NVIDIA 11064
142 h5cpp C++ wrapper for the HDF5 C-library ess-dmsc 124
143 GRAN Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019 lrjconan 474
144 DALI A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications. NVIDIA 5245
145 open_spiel OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games. google-deepmind 4335
146 QuEST A multithreaded, distributed, GPU-accelerated simulator of quantum computers QuEST-Kit 405
147 ZeroTierOne A Smart Ethernet Switch for Earth zerotier 14873
148 ihmehimmeli google 142
149 graphvite GraphVite: A General and High-performance Graph Embedding System DeepGraphLearning 1238
150 Teach-Repeat-Replan Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments HKUST-Aerial-Robotics 979
151 Algo_Ds_Notes A comprehensive resource for learning and implementing algorithms and data structures. This repository includes detailed notes, complexity analysis, and code examples in C++, Java, Python, and more. Ideal for students, professionals, and those preparing for coding interviews. jainaman224 2242
152 fmt A modern formatting library fmtlib 21162
153 opentx OpenTX custom firmware for Transmitters opentx 2086
154 terminal The new Windows Terminal and the original Windows console host, all in the same place! microsoft 96496
155 GuiLite ✔️The smallest header-only GUI library(4 KLOC) for all platforms idea4good 7443
156 OTTO Sampler, Sequencer, Multi-engine synth and effects - in a box! [WIP] bitfieldaudio 2648
157 inspexel the swiss army knife for dynamixel servo motors gottliebtfreitag 21
158 taichi Productive, portable, and performant GPU programming in Python. taichi-dev 26607
159 3d-game-shaders-for-beginners 🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game. lettier 18253
160 Gamegirl The retro console done right. davidperrenoud 108
161 folly An open-source C++ library developed and used at Facebook. facebook 28863
162 HighFive HighFive - Header-only C++ HDF5 interface BlueBrain 702
163 NumCpp C++ implementation of the Python Numpy library dpilger26 3641
164 xtensor C++ tensors with broadcasting and lazy computing xtensor-stack 3399
165 cmake-project-template This project is aimed at jump-starting a C/C++ project that can build libraries, binaries and have a working unit test suite. It uses CMake build system and is deliberately completely minimal. kigster 902
166 mach2 Windows Feature Control Multi-tool riverar 1109
167 dionysus Library for computing persistent homology mrzv 148
168 jetson-inference Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson. dusty-nv 8053
169 avida devosoft 608
170 GAAS GAAS is an open-source program designed for fully autonomous VTOL(a.k.a flying cars) and drones. GAAS stands for Generalized Autonomy Aviation System. generalized-intelligence 1953
171 z3 The Z3 Theorem Prover Z3Prover 10569
172 box-convolutions PyTorch code for the "Deep Neural Networks with Box Convolutions" paper shrubb 511
173 newconformist Conformally map the hyperbolic plane to arbitrary shapes. zenorogue 63
174 lean3 Lean Theorem Prover leanprover 2150
175 Learning-OpenCV-3_examples oreillymedia 2265
176 CppTemplateTutorial 中文的C++ Template的教学指南。与知名书籍C++ Templates不同,该系列教程将C++ Templates作为一门图灵完备的语言来讲授,以求帮助读者对Meta-Programming融会贯通。(正在施工中) wuye9036 9897
177 infomap Multi-level network clustering based on the Map Equation mapequation 440
178 ttk TTK - Topological Data Analysis and Visualization - Source Code topology-tool-kit 430
179 sqlitebrowser Official home of the DB Browser for SQLite (DB4S) project. Previously known as "SQLite Database Browser" and "Database Browser for SQLite". Website at: sqlitebrowser 21691
180 two c++ toolkit for rapid development of live graphical apps and games hugoam 1683
181 vnote A pleasant note-taking platform in native C++. vnotex 12078
182 aseprite Animated sprite editor & pixel art tool (Windows, macOS, Linux) aseprite 30372
183 modern-cpp-tutorial 📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/ changkun 24386
184 openpose OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation CMU-Perceptual-Computing-Lab 31678
185 sonic-pi Code. Music. Live. sonic-pi-net 10954
186 jack2 jack2 codebase jackaudio 2243
187 goldendict A feature-rich dictionary lookup program, supporting multiple dictionary formats (StarDict/Babylon/Lingvo/Dictd) and online dictionaries, featuring perfect article rendering with the complete markup, illustrations and other content retained, and allowing you to type in words without any accents or correct case. goldendict 6044
188 tinyfecVPN A VPN Designed for Lossy Links, with Build-in Forward Error Correction(FEC) Support. Improves your Network Quality on a High-latency Lossy Link. wangyu- 2363
189 algorithms Algorithms & Data structures in C++. xtaci 5307
190 cosmos World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project OpenGenus 13630
191 UDPspeeder A Tunnel which Improves your Network Quality on a High-latency Lossy Link by using Forward Error Correction, possible for All Traffics(TCP/UDP/ICMP) wangyu- 4791
192 tensorflow An Open Source Machine Learning Framework for Everyone tensorflow 187328
193 fooling Code base for "Deep Neural Networks are Easily Fooled" CVPR 2015 paper Evolving-AI-Lab 172
194 deskflow Deskflow lets you share one mouse and keyboard between multiple computers on Windows, macOS and Linux. It's like a software KVM (but without video). deskflow 15275
195 shadowsocks-qt5 A cross-platform shadowsocks GUI client shadowsocks 7981
196 deepmath Experiments towards neural network theorem proving tensorflow 788
197 tinyflow Tutorial code on how to build your own Deep Learning System in 2k Lines tqchen 2005
198 butteraugli butteraugli estimates the psychovisual difference between two images google 1972
199 mactype Better font rendering for Windows. snowie2000 10348
200 leetcode LeetCode Problems' Solutions haoel 17695

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CMake

Name Description Author Stars
1 ModernCppStarter 🚀 Kick-start your C++! A template for modern C++ projects using CMake, CI, code coverage, clang-format, reproducible dependency management and much more. TheLartians 4582
2 learning-cmake learning cmake Akagi201 3221

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CSS

Name Description Author Stars
1 easings.net Easing Functions Cheat Sheet ai 8137
2 FlowmapBlue Flow map visualization tool FlowmapBlue 348
3 SmoothWAN An OpenWrt flavor for internet bonding and seamless failover using Speedify with few extras. SmoothWAN 323
4 ct Let’s take a look inside your <head>… csswizardry 1880
5 spicetify-themes A community-driven collection of themes for customizing Spotify through Spicetify - https://github.com/spicetify/cli spicetify 5204
6 personal-management-system Your web application for managing personal data. [email protected] Volmarg 3254
7 awesome-css-frameworks List of awesome CSS frameworks in 2025 troxler 8202
8 bearblog Free, no-nonsense, super fast blogging. HermanMartinus 2996
9 Terminus2049.github.io No more 404 Terminus2049 1806
10 AwesomePerfCpp A curated list of awesome C/C++ performance optimization resources: talks, articles, books, libraries, tools, sites, blogs. Inspired by awesome. fenbf 2397
11 dlmonitor zomux 148
12 typora-misty-theme Yet another elegant Typora theme designed with aesthetics in mind. etigerstudio 244
13 css-animation-101 Learn how to bring animation to your web projects cssanimation 5017
14 Practical-Cryptography-for-Developers-Book Practical Cryptography for Developers: Hashes, MAC, Key Derivation, DHKE, Symmetric and Asymmetric Ciphers, Public Key Cryptosystems, RSA, Elliptic Curves, ECC, secp256k1, ECDH, ECIES, Digital Signatures, ECDSA, EdDSA nakov 3549
15 aRrgh A newcomer's (angry) guide to data types in R tdsmith 306
16 calver 📅 The web's go-to resource for Calendar Versioning info. mahmoud 511
17 ProgrammingFonts This is a collection of programming fonts, just share this with the programmers. Now there are 108 kinds of fantastic fonts! ProgrammingFonts 2508
18 hangzhou_house_knowledge 2017年买房经历总结出来的买房购房知识分享给大家,希望对大家有所帮助。买房不易,且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone. houshanren 26719
19 Infosec_Reference An Information Security Reference That Doesn't Suck; https://rmusser.net/git/admin-2/Infosec_Reference for non-MS Git hosted version. rmusser01 5620
20 0.30000000000000004 Floating Point Math Examples erikwiffin 1453
21 nerd-fonts Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more ryanoasis 55941
22 instagram.css Instagram.css - Complete set of Instagram filters in pure CSS picturepan2 4017
23 dist-prog-book heathermiller 3430
24 AlgoWiki Repository which contains links and resources on different topics of Computer Science. vicky002 4225
25 HyperApp-Guide HyperApp user's manual waylybaye 1556
26 pySecurity Python tutorials smartFlash 666
27 thejsway The JavaScript Way book thejsway 7892
28 plt Programming Language Theory λΠ steshaw 5255
29 CppCoreGuidelines The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ isocpp 43138

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Clojure

Name Description Author Stars
1 dactyl-manuform abstracthat 1463
2 logseq A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: http://trello.com/b/8txSM12G/roadmap logseq 34327
3 athens Athens is no longer maintainted. Athens was an open-source, collaborative knowledge graph, backed by YC W21 athensresearch 6303
4 FiraCode Free monospaced font with programming ligatures tonsky 77914

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CoffeeScript

Name Description Author Stars
1 pivottable Open-source Javascript Pivot Table (aka Pivot Grid, Pivot Chart, Cross-Tab) implementation with drag'n'drop. nicolaskruchten 4376
2 bibviz BibViz.com Website and Scripts bibviz 171
3 mojs The motion graphics toolbelt for the web mojs 18559

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Common Lisp

Name Description Author Stars
1 nyxt Nyxt - the hacker's browser. atlas-engineer 10175
2 qvm The high-performance and featureful Quil simulator. quil-lang 421
3 quilc The optimizing Quil compiler. quil-lang 466
4 snek See https://github.com/inconvergent/weir instead inconvergent 742

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Coq

Name Description Author Stars
1 UniMath This coq library aims to formalize a substantial body of mathematics using the univalent point of view. UniMath 971
2 Coq-HoTT A Coq library for Homotopy Type Theory HoTT 1280

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Cuda

Name Description Author Stars
1 cuda-course Infatoshi 787
2 ThunderKittens Tile primitives for speedy kernels HazyResearch 1938
3 cuda-repo From zero to hero CUDA for accelerating maths and machine learning on GPU. HMUNACHI 175
4 zkDL zkDL, an open source toolkit for zero-knowledge proofs of deep learning powered by CUDA SafeAILab 38
5 cugraph cuGraph - RAPIDS Graph Analytics Library rapidsai 1831
6 GPUStreamlines dipy 9
7 OpenPH Parallel reduction of boundary matrices for Persistent Homology with CUDA rodrgo 31
8 deep-painterly-harmonization Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189 luanfujun 6075

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Cython

Name Description Author Stars
1 nvmath-python NVIDIA Math Libraries for the Python Ecosystem NVIDIA 220
2 pyslurm Python Interface to Slurm PySlurm 502
3 AMICO Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data daducci 106
4 ta-lib-python Python wrapper for TA-Lib (http://ta-lib.org/). TA-Lib 10044

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D

Name Description Author Stars
1 onedrive Free Client for OneDrive on Linux skilion 4004

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Dockerfile

Name Description Author Stars
1 fly-tailscale-exit Run a VPN with global exit nodes with fly.io, tailscale and github! patte 1579
2 qsiprep_build Builds the dependencies for qsiprep PennLINC 2
3 qc-book ISMRM '22 QC Tutorial nipreps 10
4 py3spark-docker-boilerplate Minimal installation for working with Python3 & Spark via Docker akki 6
5 dockerfiles Various Dockerfiles I use on the desktop and on servers. jessfraz 13749
6 neuroconda Conda environment for neuroimaging analysis in python, R, etc jooh 23

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Elixir

Name Description Author Stars
1 farside A smart redirecting gateway for various frontend services benbusby 789
2 magnetissimo Web application that indexes all popular torrent sites, and saves it to the local database. sergiotapia 3017

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Elm

Name Description Author Stars
1 ascii-collab A website for drawing ascii art with other people! MartinSStewart 33

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Emacs Lisp

Name Description Author Stars
1 djot A light markup language jgm 1755
2 org-modern 🦄 Modern Org Style minad 1598
3 emfy A dark and sleek Emacs setup for general purpose editing and programming susam 943
4 org-super-agenda Supercharge your Org daily/weekly agenda by grouping items alphapapa 1396
5 spacemacs A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs and Vim! syl20bnr 23769

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Fennel

Name Description Author Stars
1 leap.nvim Neovim's answer to the mouse 🦘 ggandor 4514

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Fortran

Name Description Author Stars
1 libflame High-performance object-based library for DLA computations flame 238
2 prima PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell. libprima 328
3 WRF The official repository for the Weather Research and Forecasting (WRF) model wrf-model 1296
4 MITTENS A Python library for Analytic Tractography mattcieslak 9

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GAMS

Name Description Author Stars
1 MAKRO DREAM-DK 1025

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GAP

Name Description Author Stars
1 gap Main development repository for GAP - Groups, Algorithms, Programming, a System for Computational Discrete Algebra gap-system 833

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GLSL

Name Description Author Stars
1 thebookofshaders Step-by-step guide through the abstract and complex universe of Fragment Shaders. patriciogonzalezvivo 6169
2 GPU-Pro-Books-Source-Code 💿 Source Code Collection of Book <GPU Pro> 1~ 7 | 《GPU Pro》1~ 7 书本源代码珍藏 QianMo 668
3 Hyperbolic-Honeycombs Visualize 3d/4d hyperbolic honeycombs and Boyd-Maxwell sphere packings. neozhaoliang 251

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Go

Name Description Author Stars
1 HackBrowserData Extract and decrypt browser data, supporting multiple data types, runnable on various operating systems (macOS, Windows, Linux). moonD4rk 11736
2 sftpgo Full-featured and highly configurable SFTP, HTTP/S, FTP/S and WebDAV server - S3, Google Cloud Storage, Azure Blob drakkan 9814
3 numscript Numscript is a Domain-Specific Language (DSL) designed to help you model complex financial transactions, replacing complex and error-prone custom code with easy-to-read, declarative scripts. formancehq 84
4 eget Easily install prebuilt binaries from GitHub. zyedidia 1103
5 dasel Select, put and delete data from JSON, TOML, YAML, XML and CSV files with a single tool. Supports conversion between formats and can be used as a Go package. TomWright 7312
6 cortile Linux auto tiling manager with hot corner support for Openbox, Fluxbox, IceWM, Xfwm, KWin, Marco, Muffin, Mutter and other EWMH compliant window managers using the X11 window system. Therefore, this project provides dynamic tiling for XFCE, LXDE, LXQt, KDE and GNOME (Mate, Deepin, Cinnamon, Budgie) based desktop environments. leukipp 627
7 zrok Geo-scale, next-generation peer-to-peer sharing platform built on top of OpenZiti. openziti 2880
8 slackdump Save or export your private and public Slack messages, threads, files, and users locally without admin privileges. rusq 1709
9 sliver Adversary Emulation Framework BishopFox 8788
10 age A simple, modern and secure encryption tool (and Go library) with small explicit keys, no config options, and UNIX-style composability. FiloSottile 17935
11 speedbump TCP proxy for simulating variable, yet predictable network latency 🌐⏳ kffl 1519
12 walk Terminal file manager antonmedv 3318
13 photoprism AI-Powered Photos App for the Decentralized Web 🌈💎✨ photoprism 36124
14 letsblockit Remove low-quality content and useless nags, focus on what matters. A community-maintained uBlock Origin filter set. letsblockit 791
15 mediamtx Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams. bluenviron 13075
16 probe-cli OONI Probe Engine and CLI ooni 247
17 gost GO Simple Tunnel - a simple tunnel written in golang ginuerzh 16335
18 gost GO Simple Tunnel - a simple tunnel written in golang go-gost 4582
19 hysteria Hysteria is a powerful, lightning fast and censorship resistant proxy. apernet 15728
20 Xray-core Xray, Penetrates Everything. Also the best v2ray-core, with XTLS support. Fully compatible configuration. XTLS 26827
21 txqr Transfer data via animated QR codes divan 2994
22 cloudflared Cloudflare Tunnel client (formerly Argo Tunnel) cloudflare 9675
23 memos An open-source, lightweight note-taking solution. The pain-less way to create your meaningful notes. Your Notes, Your Way. usememos 36113
24 sampler Tool for shell commands execution, visualization and alerting. Configured with a simple YAML file. sqshq 13036
25 git-sizer Compute various size metrics for a Git repository, flagging those that might cause problems github 3687
26 katana A next-generation crawling and spidering framework. projectdiscovery 12880
27 vhs Your CLI home video recorder 📼 charmbracelet 15699
28 mutagen Fast file synchronization and network forwarding for remote development mutagen-io 3485
29 alist 🗂️A file list/WebDAV program that supports multiple storages, powered by Gin and Solidjs. / 一个支持多存储的文件列表/WebDAV程序,使用 Gin 和 Solidjs。 AlistGo 45686
30 oh-my-posh The most customisable and low-latency cross platform/shell prompt renderer JanDeDobbeleer 18042
31 lipgloss Style definitions for nice terminal layouts 👄 charmbracelet 8446
32 charm The Charm Tool and Library 🌟 charmbracelet 2415
33 devbox Instant, easy, and predictable development environments jetify-com 9234
34 gum A tool for glamorous shell scripts 🎀 charmbracelet 18637
35 kscan Kscan是一款纯go开发的全方位扫描器,具备端口扫描、协议检测、指纹识别,暴力破解等功能。支持协议1200+,协议指纹10000+,应用指纹20000+,暴力破解协议10余种。 lcvvvv 4020
36 aws-nuke Nuke a whole AWS account and delete all its resources. rebuy-de 5762
37 sake 🤖 sake is a task runner for local and remote hosts alajmo 661
38 nos Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest! nebuly-ai 643
39 s5cmd Parallel S3 and local filesystem execution tool. peak 2820
40 transfer 🍭 集合多个API的大文件传输工具. Mikubill 928
41 glow Render markdown on the CLI, with pizzazz! 💅🏻 charmbracelet 16803
42 direnv unclutter your .profile direnv 12903
43 hakrawler Simple, fast web crawler designed for easy, quick discovery of endpoints and assets within a web application hakluke 4571
44 soft-serve The mighty, self-hostable Git server for the command line🍦 charmbracelet 5545
45 bubbletea A powerful little TUI framework 🏗 charmbracelet 29112
46 portmaster 🏔 Love Freedom - ❌ Block Mass Surveillance safing 9650
47 fq jq for binary formats - tool, language and decoders for working with binary and text formats wader 9890
48 ChineseSubFinder 自动化中文字幕下载。字幕网站支持 shooter、xunlei、arrst、a4k、SubtitleBest 。支持 Emby、Jellyfin、Plex、Sonarr、Radarr、TMM ChineseSubFinder 3654
49 lazygit simple terminal UI for git commands jesseduffield 55272
50 micro A modern and intuitive terminal-based text editor zyedidia 25503
51 toxiproxy ⏰ 🔥 A TCP proxy to simulate network and system conditions for chaos and resiliency testing Shopify 10984
52 determined Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow. determined-ai 3081
53 Cloudreve 🌩支持多家云存储的云盘系统 (Self-hosted file management and sharing system, supports multiple storage providers) cloudreve 22237
54 act Run your GitHub Actions locally 🚀 nektos 56915
55 nebula A scalable overlay networking tool with a focus on performance, simplicity and security slackhq 14846
56 headscale An open source, self-hosted implementation of the Tailscale control server juanfont 24821
57 minikube Run Kubernetes locally kubernetes 29772
58 goofys a high-performance, POSIX-ish Amazon S3 file system written in Go kahing 5256
59 miller Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON johnkerl 9115
60 chezmoi Manage your dotfiles across multiple diverse machines, securely. twpayne 13907
61 gdu Fast disk usage analyzer with console interface written in Go dundee 4162
62 up Ultimate Plumber is a tool for writing Linux pipes with instant live preview akavel 8421
63 dolt Dolt – Git for Data dolthub 18166
64 pcp 📦 Command line peer-to-peer data transfer tool based on libp2p. dennis-tra 1076
65 fzf 🌸 A command-line fuzzy finder junegunn 67226
66 server screen sharing for developers https://screego.net/ screego 8211
67 hnrss Custom, realtime RSS feeds for Hacker News hnrss 533
68 algorithm-pattern 算法模板,最科学的刷题方式,最快速的刷题路径,你值得拥有~ greyireland 15285
69 streamhut Stream your terminal to web without installing anything 🌐 miguelmota 910
70 trufflehog Find, verify, and analyze leaked credentials trufflesecurity 17811
71 upspin Upspin: A framework for naming everyone's everything. upspin 6363
72 lux 👾 Fast and simple video download library and CLI tool written in Go iawia002 28148
73 imaginary Fast, simple, scalable, Docker-ready HTTP microservice for high-level image processing h2non 5730
74 gotenberg A developer-friendly API for converting numerous document formats into PDF files, and more! gotenberg 8391
75 rclone "rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files rclone 48284
76 traefik-forward-auth Minimal forward authentication service that provides Google/OpenID oauth based login and authentication for the traefik reverse proxy thomseddon 2207
77 authelia The Single Sign-On Multi-Factor portal for web apps authelia 22466
78 caire Content aware image resize library esimov 10367
79 slim Slim(toolkit): Don't change anything in your container image and minify it by up to 30x (and for compiled languages even more) making it secure too! (free and open source) slimtoolkit 20695
80 traefik The Cloud Native Application Proxy traefik 52774
81 restic Fast, secure, efficient backup program restic 27295
82 perkeep Perkeep (née Camlistore) is your personal storage system for life: a way of storing, syncing, sharing, modelling and backing up content. perkeep 6564
83 rbgg Isolate and remove the background gradient from images of paper. fogleman 364
84 hostyoself Host yo' self from your browser, your phone, your toaster. schollz 1845
85 lazydocker The lazier way to manage everything docker jesseduffield 40324
86 pydockenv Python virtual environment, but backed by Docker! se7entyse7en 480
87 tile38 Real-time Geospatial and Geofencing tidwall 9225
88 moby The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems moby 69024
89 docker_practice Learn and understand Docker&Container technologies, with real DevOps practice! yeasy 25085
90 dive A tool for exploring each layer in a docker image wagoodman 49040
91 gophish Open-Source Phishing Toolkit gophish 12022
92 illustrated-tls12 The Illustrated TLS 1.2 Connection: Every byte explained syncsynchalt 3469
93 gitrob Reconnaissance tool for GitHub organizations michenriksen 5974
94 wtf The personal information dashboard for your terminal wtfutil 15959
95 killcord a censorship resistant deadman's switch nomasters 522
96 v2ray-core A platform for building proxies to bypass network restrictions. v2ray 45669
97 riot Go Open Source, Distributed, Simple and efficient Search Engine; Warning: This is V1 and beta version, because of big memory consume, and the V2 will be rewrite all code. go-ego 6100
98 Wox A cross-platform launcher that simply works Wox-launcher 24781
99 cheat cheat allows you to create and view interactive cheatsheets on the command-line. It was designed to help remind *nix system administrators of options for commands that they use frequently, but not frequently enough to remember. cheat 12569
100 kcptun A Quantum-Safe Secure Tunnel based on QPP, KCP, FEC, and N:M multiplexing. xtaci 14018
101 cow HTTP proxy written in Go. COW can automatically identify blocked sites and use parent proxies to access. cyfdecyf 8446
102 github-trending Tracking the most popular Github repos, updated daily josephyzhou 2284

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Groff

Name Description Author Stars
1 python-for-neuroscience A workshop for teaching python to neuroscientists with some previous programming experience. kylerbrown 34

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Groovy

Name Description Author Stars
1 nextflow A DSL for data-driven computational pipelines nextflow-io 2831

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HCL

Name Description Author Stars
1 sadservers SadServers: Linux & DevOps Troubleshooting Scenarios SaaS SadServers 1994

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HTML

Name Description Author Stars
1 ComBatFamily ComBat Family of Harmonization Methods andy1764 16
2 DiD Keeping track of what is going on with the latest DiD innovations. asjadnaqvi 458
3 mcmc_visualization_tools Markov Chain Monte Carlo Visualization Tools betanalpha 23
4 mcmc_diagnostics Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan betanalpha 80
5 resouRces Here you can find a list of resources that have and continue helping me in my process of learning/ teaching R. Joscelinrocha 196
6 ascii-silhouettify meatfighter 124
7 slipshow An engine for displaying slips, the next-gen version of slides panglesd 664
8 noc-book-2 The 2024 edition of The Nature of Code with p5.js. Includes Notion workflow and build system. nature-of-code 1258
9 Raphtory Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust Pometry 360
10 brain_connectome_power_tool bichuan0419 4
11 MediationToolbox Single-level and multi-level mediation analyses for any kind of data, with bootstrap-based significance testing. Neuroimaging-oriented functions allow for mediation effect parametric mapping (mapping of mediation effects across the brain) and multivariate mediation. canlab 85
12 scuttlebutt-protocol-guide Protocol documentation for Secure Scuttlebutt ssbc 244
13 sql-tutorial The Querynomicon: An Introduction to SQL for Wary Data Scientists gvwilson 459
14 GAMM-Tutorial Guide to executing generalized additive mixed models in R. Includes significance testing, derivative estimation, interaction models, and visualization. bart-larsen 5
15 foss_photo_libraries Free and Open Source Photo Libraries meichthys 2137
16 unstructured Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines. Unstructured-IO 9810
17 distribution-explorer Tool for exploring probability distributions. justinbois 24
18 writeups Writeups for vulnerable machines. 7h3rAm 169
19 conditional_independence Parametric and non-parametric conditional independence testing. uhlerlab 10
20 wisdom Merlin Mann attempts to capture the best advice he's heard and learned from. merlinmann 1181
21 nestedLogit Nested Dichotomy Logistic Regression Models friendly 10
22 openai_tools Growing collection of scripts to summarize the scientific literature using large-language models like ChatGPT. AllenInstitute 112
23 watchme Reproducible watchers for research vsoch 885
24 modern-font-stacks System font stack CSS organized by typeface classification for every modern operating system system-fonts 2865
25 BigBookofR The biggest collection of R books (and maybe later some other resources too) oscarbaruffa 547
26 climate-visuals Latest versions of open access climate visuals ed-hawkins 167
27 SecCertRoadmapHTML Security Certification Roadmap HTML5/CSS3 version PaulJerimy 687
28 ebook-to-print-book dawndrain 5
29 awesome-chatgpt-prompts This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. f 118000
30 smiley-sans 得意黑 Smiley Sans:一款在人文观感和几何特征中寻找平衡的中文黑体 atelier-anchor 13224
31 YouMightNotNeedJS una 1846
32 Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse_2_ed The bookdown version lives here: ASKurz 126
33 daguguguji 《特师文集》——大咕咕咕鸡著 MindFxck 527
34 MAsync Repository accompanying the publication "Revealing the neurobiology underlying interpersonal neural synchronization with multimodal data fusion" LeonDLotter 8
35 applied-methods-phd Repo for Yale Applied Empirical Methods PHD Course paulgp 1973
36 UKB repository for scripts used in UK BioBank analyses ucam-department-of-psychiatry 35
37 spatiotemp_dev_plasticity PennLINC 9
38 pysurvival Open source package for Survival Analysis modeling square 356
39 psych252slides Slides psych252 57
40 windmill Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal. windmill-labs 11667
41 awesome-earthobservation-code A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery acgeospatial 1240
42 markwhen Make a cascading timeline from markdown-like text. Supports simple American/European date styles, ISO8601, images, links, locations, and more. mark-when 4348
43 craftinginterpreters Repository for the book "Crafting Interpreters" munificent 9331
44 shan-shui-inf Procedurally generated Chinese landscape painting. LingDong- 5539
45 flash-linux0.11-talk 你管这破玩意叫操作系统源码 — 像小说一样品读 Linux 0.11 核心代码 dibingfa 20494
46 herbie Optimize floating-point expressions for accuracy herbie-fp 776
47 NouBan-js 检测文本中是否含有豆瓣敏感词(JavaScript版本)。Nouban is an anti-censorship project aiming to record censored words in Douban, a Chinese social network platform. It is merely a glimpse of the situation in Chinese 'Innernet'. drrouen 88
48 bayesoptbook.github.io Companion webpage for the book "Bayesian Optimization" by Roman Garnett bayesoptbook 893
49 GTFOBins.github.io GTFOBins is a curated list of Unix binaries that can be used to bypass local security restrictions in misconfigured systems GTFOBins 11133
50 eylenburg.github.io eylenburg 159
51 UCAS_Course_2019 中国科学院大学2019-2020课程(秋季,春季,夏季) HuangCongQing 1223
52 hackathon2021 Website for the 2021 OHBM Hackathon ohbm 22
53 Modern-CPP-Programming Modern C++ Programming Course (C++03/11/14/17/20/23/26) federico-busato 12668
54 IntroToJulia A Deep Introduction to Julia for Data Science and Scientific Computing UCIDataScienceInitiative 253
55 life Life - a timeline of important events in my life cheeaun 2870
56 papis Powerful and highly extensible command-line based document and bibliography manager. papis 1443
57 what-if-tool Source code/webpage/demos for the What-If Tool PAIR-code 931
58 hacker-news-pwas HNPWA - Hacker News readers as Progressive Web Apps 📱 tastejs 2377
59 Server PanDownload的个人维护版本 PanDownloadServer 8277
60 tufte-css Style your webpage like Edward Tufte’s handouts. edwardtufte 6038
61 gh-pages-url-shortener Minimal URL shortener that can be entirely hosted on GitHub pages. nelsontky 1346
62 neatcss Rapidly build efficient sites with Neat, the minimalist css framework. codazoda 664
63 tidytuesday Official repo for the #tidytuesday project rfordatascience 7052
64 snakemake This is the development home of the workflow management system Snakemake. For general information, see snakemake 2352
65 Neuroimaging_Pattern_Masks Brain signature patterns, atlases of regions, and meta-analysis masks for neuroimaging data analysis. canlab 112
66 depthai-hardware Altium Designs for DepthAI Carrier Boards luxonis 457
67 al-folio A beautiful, simple, clean, and responsive Jekyll theme for academics alshedivat 11889
68 CNN-Architectures Machine-Learning-Tokyo 501
69 awesome-piracy A curated list of awesome warez and piracy links Igglybuff 24478
70 krabby A keyboard interface to the web, inspired by Kakoune alexherbo2 310
71 trending_arxiv Track trending arXiv papers on Twitter from within your circle Smerity 174
72 tests-as-linear Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv. eigenfoo 90
73 brainiak-tutorials Tutorials that cover topics from basics to advanced fMRI analysis brainiak 49
74 deep-learning-drizzle Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! kmario23 12440
75 fMRI_bootcamp2019 grace-shearrer 6
76 raytracing.github.io Main Web Site (Online Books) RayTracing 9069
77 bash-lingua-non-grata A mini Gitbook for a presentation about BASH erkanerol 23
78 nullboard Nullboard is a minimalist kanban board, focused on compactness and readability. apankrat 3934
79 cultofthepartyparrot.com PARTY OR DIE jmhobbs 1492
80 GBM-perf Performance of various open source GBM implementations szilard 217
81 presentations socalrug 42
82 rdkit The official sources for the RDKit library rdkit 2757
83 sovereign A set of Ansible playbooks to build and maintain your own private cloud: email, calendar, contacts, file sync, IRC bouncer, VPN, and more. sovereign 10425
84 qubiter Python tools for reading, writing, compiling, simulating quantum computer circuits. Includes numpy and tensorflow backends. “Quantum Space, the final frontier. These are the voyages of the starship Qubiter. Its five-year mission: to explore strange new worlds, to seek out new life and new civilizations, to boldly go where no man has gone before.” artiste-qb-net 121
85 dataviz A book covering the fundamentals of data visualization clauswilke 3217
86 awesome-mlss 🤖 Machine Learning Summer School Guide awesome-mlss 2674
87 fmriprep fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results. nipreps 646
88 en.javascript.info Modern JavaScript Tutorial javascript-tutorial 23877
89 referendum_report g0v 33
90 iwanthue Colors for data scientists. medialab 646
91 deep-rules Ten Quick Tips for Deep Learning in Biology Benjamin-Lee 227
92 papers-I-read A-Paper-A-Week shagunsodhani 942
93 guide-to-the-douban 豆瓣漫游指南 wuzhiyi 176
94 nndl.github.io 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning nndl 17569
95 book-notes a bunch of notes about machine learning, image statistics, theoretical neuroscience, etc. leelabcnbc 47
96 learn-python3 Jupyter notebooks for teaching/learning Python 3 jerry-git 6516
97 the-power-of-prolog Introduction to modern Prolog triska 1245
98 requests-for-research A living collection of deep learning problems openai 1706
99 conversational-form Turning web forms into conversations space10-community 3800
100 minimal-mistakes 📐 Jekyll theme for building a personal site, blog, project documentation, or portfolio. mmistakes 12602
101 aima-exercises Exercises for the book Artificial Intelligence: A Modern Approach aimacode 911
102 js-the-right-way An easy-to-read, quick reference for JS best practices, accepted coding standards, and links around the Web jstherightway 8728
103 ideabook 一个全栈增长工程师的练手项目集. A Growth Engineering Idea in Action. phodal 3763
104 growth-ebook Growth Engineering: The Definitive Guide。全栈增长工程师指南 phodal 7800
105 serverless Serverless 架构应用开发指南 - Serverless Architecture Application Development Guide with Serverless Framework. phodal 1753
106 bootstrap.build 🔥 Powerful Bootstrap theme builder for your next project bootstrap-build 389
107 stargazer A simulator for visualising the evolution of π-calculus terms bordaigorl 40
108 design-blocks A set of 170+ Bootstrap based design blocks ready to be used to create clean modern websites. froala 13522
109 awesome-quantum-machine-learning Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web krishnakumarsekar 2797
110 DeepLearningProject An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. Spandan-Madan 4756
111 deep-review A collaboratively written review paper on deep learning, genomics, and precision medicine greenelab 1252
112 material-resume ✒️ A fancy resume template rrdelaney 180
113 FLY_US 美国大学备考资料 How to apply US colleges F4bwDP6a6W 2984
114 JavaScript30 30 Day Vanilla JS Challenge wesbos 27943
115 aui 移动端UI快速布局解决方案,一个靠谱的高性能移动前端框架 liulangnan 972
116 computational-philosophy-workshop A semester long informal workshop looking at computational approaches to political philosophy davekinkead 13
117 fastText Library for fast text representation and classification. facebookresearch 26018
118 colah.github.io colah 812
119 free-for-dev A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev ripienaar 91834
120 You-Dont-Need-JavaScript CSS is powerful, you can do a lot of things without JS. you-dont-need 19890
121 nodebeginner.org A comprehensive Node.js tutorial for beginners manuelkiessling 4031
122 startbootstrap A library of free and open source Bootstrap themes and templates BlackrockDigital 7191
123 jmcglone.github.io Data for jmcglone.com. Includes customization of Bootstrap 3.0. Blog and pages generated by Jekyll. Hosted on GitHub. jmcglone 224

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Haskell

Name Description Author Stars
1 xdg-ninja A shell script which checks your $HOME for unwanted files and directories. b3nj5m1n 2567
2 unison A friendly programming language from the future unisonweb 5869
3 xmonad The core of xmonad, a small but functional ICCCM-compliant tiling window manager xmonad 3395
4 dex-lang Research language for array processing in the Haskell/ML family google-research 1601
5 awesome-haskell A collection of awesome Haskell links, frameworks, libraries and software. Inspired by awesome projects line. krispo 3125
6 haskell-language-server Official haskell ide support via language server (LSP). Successor of ghcide & haskell-ide-engine. haskell 2743
7 monad-challenges A set of challenges for jump starting your understanding of monads. mightybyte 326
8 shellcheck ShellCheck, a static analysis tool for shell scripts koalaman 36786
9 hakyll A static website compiler library in Haskell jaspervdj 2722
10 gwern.net Website: writings on statistics, psychology, self-experiments, black-markets, philosophy, etc gjord 35
11 incredible The Incredible Proof Machine nomeata 367
12 bulletproofs Bulletproofs are short non-interactive zero-knowledge proofs that require no trusted setup sdiehl 538
13 haskell-ide-engine The engine for haskell ide-integration. Not an IDE haskell 2377
14 pandoc Universal markup converter jgm 35457
15 write-you-a-haskell Building a modern functional compiler from first principles. (http://dev.stephendiehl.com/fun/) sdiehl 3356
16 wiwinwlh What I Wish I Knew When Learning Haskell sdiehl 2583
17 Functional-Programming Functional Programming concepts, examples and patterns illustrated in Haskell, Ocaml and Python caiorss 2694
18 awesome-open-science some links to projects/tools related to "open science". silky 151

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JSON

Name Description Author Stars
1 upptime ⬆️ GitHub Actions uptime monitor & status page by @AnandChowdhary upptime 15791

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Java

Name Description Author Stars
1 Stirling-PDF #1 Locally hosted web application that allows you to perform various operations on PDF files Stirling-Tools 48947
2 MineDojo Building Open-Ended Embodied Agents with Internet-Scale Knowledge MineDojo 1861
3 anserini Anserini is a Lucene toolkit for reproducible information retrieval research castorini 1043
4 SikuliX1 SikuliX version 2.0.0+ (2019+) RaiMan 2837
5 tink Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and hard(er) to misuse. tink-crypto 13517
6 t-digest A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means tdunning 2006
7 HdrHistogram A High Dynamic Range (HDR) Histogram HdrHistogram 2184
8 FizzBuzzEnterpriseEdition FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes. EnterpriseQualityCoding 21898
9 jidt JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems jlizier 263
10 fred Freenet REference Daemon hyphanet 1048
11 OpenRefine OpenRefine is a free, open source power tool for working with messy data and improving it OpenRefine 11044
12 miaosha ⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓 qiurunze123 26238
13 GitHub-Chinese-Top-Charts 🇨🇳 GitHub中文排行榜,各语言分设「软件 | 资料」榜单,精准定位中文好项目。各取所需,高效学习。 GrowingGit 99452
14 MyBookshelf 阅读是一款可以自定义来源阅读网络内容的工具,为广大网络文学爱好者提供一种方便、快捷舒适的试读体验。 gedoor 7586
15 haven Haven is for people who need a way to protect their personal spaces and possessions without compromising their own privacy, through an Android app and on-device sensors guardianproject 6649
16 LeetCodeAnimation Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路) MisterBooo 75656
17 Mindustry The automation tower defense RTS Anuken 23111
18 cello Genetic circuit design automation CIDARLAB 820
19 zotfile Zotero plugin to manage your attachments: automatically rename, move, and attach PDFs (or other files) to Zotero items, sync PDFs from your Zotero library to your (mobile) PDF reader (e.g. an iPad, Android tablet, etc.), and extract PDF annotations. jlegewie 4093
20 javaplex Persistent Homology and Topological Data Analysis Library appliedtopology 193
21 proxyee-down http下载工具,基于http代理,支持多连接分块下载 proxyee-down-org 24912
22 material-theme-jetbrains JetBrains theme of Material Theme ChrisRM 7809
23 selenium A browser automation framework and ecosystem. SeleniumHQ 31334
24 java-design-patterns Design patterns implemented in Java iluwatar 90534
25 AlgoDS Implementation of Algorithms and Data Structures, Problems and Solutions sherxon 3435
26 interviews Everything you need to know to get the job. kdn251 63837
27 AndroidUtilCode 🔥 Android developers should collect the following utils(updating). Blankj 33406
28 conductor Conductor is a microservices orchestration engine. Netflix 12813
29 CloudCrypto A library for cryptographic primitive implementations for Cloud Storage applications. liuweiran900217 273

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JavaScript

Name Description Author Stars
1 CUDATutorial A self-learning tutorail for CUDA High Performance Programing. PaddleJitLab 328
2 web-archives Browser extension for viewing archived and cached versions of web pages, available for Chrome, Edge and Safari dessant 1238
3 anything-llm The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more. Mintplex-Labs 30448
4 wiki-journey Wiki Journey tracks your daily Wikipedia adventures and archives them in a tree format demegire 46
5 canvas-confetti 🎉 performant confetti animation in the browser catdad 10773
6 webtag A free & open source online bookmarking tool vasanthv 131
7 pikachu-volleyball Pikachu Volleyball implemented into JavaScript by reverse engineering the original game gorisanson 991
8 Noi 🚀 Power Your World with AI - Explore, Extend, Empower. lencx 6954
9 chatgpt-source-watch Analyzing the evolution of ChatGPT's codebase through time with curated archives and scripts 0xdevalias 274
10 h5ai HTTP web server index for Apache httpd, lighttpd and nginx. lrsjng 5613
11 uptime-kuma A fancy self-hosted monitoring tool louislam 62768
12 google-earth-as-gltf OmarShehata 344
13 shader-park-core A JavaScript library for creating real-time 2D and 3D shaders. JS -> Shader. https://shaderpark.com/ https://twitter.com/shaderpark shader-park 766
14 untrusted A meta-JavaScript adventure game by Alex Nisnevich and Greg Shuflin. AlexNisnevich 4606
15 multipleWindow3dScene A quick example of how one can "synchronize" a 3d scene across multiple windows using three.js and localStorage bgstaal 16652
16 mathbox Presentation-quality WebGL math graphing unconed 1354
17 cockpit Cockpit is a web-based graphical interface for servers. cockpit-project 11538
18 podgrab A self-hosted podcast manager/downloader/archiver tool to download podcast episodes as soon as they become live with an integrated player. akhilrex 1704
19 uPlot 📈 A small, fast chart for time series, lines, areas, ohlc & bars leeoniya 8906
20 foliate Read e-books in style johnfactotum 6591
21 hacktricks Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and news. HackTricks-wiki 9351
22 bettercap The Swiss Army knife for 802.11, BLE, HID, CAN-bus, IPv4 and IPv6 networks reconnaissance and MITM attacks. bettercap 17049
23 survis Visual Literature Database fabian-beck 175
24 Surfingkeys Map your keys for web surfing, expand your browser with javascript and keyboard. brookhong 5484
25 gp-demo Gaussian Process Regression Interactive Javascript Demo chi-feng 54
26 mcmc-demo Interactive Markov-chain Monte Carlo Javascript demos chi-feng 817
27 learnGitBranching An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git! pcottle 30954
28 pycortex Pycortex is a python-based toolkit for surface visualization of fMRI data gallantlab 607
29 rats-search BitTorrent P2P multi-platform search engine for Desktop and Web servers with integrated torrent client. DEgITx 1639
30 elevatorsaga The elevator programming game! magwo 2440
31 quarto-cli Open-source scientific and technical publishing system built on Pandoc. quarto-dev 4101
32 noisecraft Browser-based visual programming language and platform for sound synthesis. maximecb 1072
33 user.js Firefox privacy, security and anti-tracking: a comprehensive user.js template for configuration and hardening arkenfox 10522
34 buster Captcha solver extension for humans, available for Chrome, Edge and Firefox dessant 8175
35 custom-scripts A repository of custom scripts to be used with Sentinel Hub sentinel-hub 665
36 sha256algorithm Sha256 Algorithm Explained dmarman 1580
37 Parsr Transforms PDF, Documents and Images into Enriched Structured Data axa-group 5891
38 zx A tool for writing better scripts google 43450
39 aboutconfig-menu Shortcuts to settings in about:config (universal), through a button on toolbar. Firefox userChrome script 🛠️ garywill 74
40 uncolorblind Uncolor blindness goggles (Web / JS / GLSL) unconed 11
41 yjs Shared data types for building collaborative software yjs 17790
42 Meta-Meta-Resources Source code for https://meta-meta-resources.org Meta-Meta-Resources 20
43 regl-gpu-lines Pure GPU, instanced, screen-projected lines for regl rreusser 179
44 digital-gardeners Resources, links, projects, and ideas for gardeners tending their digital notes on the public interwebs MaggieAppleton 4185
45 browser-fingerprinting Analysis of Bot Protection systems with available countermeasures 🚿. How to defeat anti-bot system 👻 and get around browser fingerprinting scripts 🕵️‍♂️ when scraping the web? niespodd 4190
46 action-tmate Debug your GitHub Actions via SSH by using tmate to get access to the runner system itself. mxschmitt 3041
47 Hypergraph-Vis Code repository for "Hypergraph Visualization via a Metric Space Viewpoint and Persistence" tdavislab 28
48 vimium The hacker's browser. philc 23884
49 monocle Universal personal search engine, powered by a full text search algorithm written in pure Ink, indexing Linus's blogs and private note archives, contacts, tweets, and over a decade of journals. thesephist 1496
50 dat 💾 peer-to-peer sharing & live syncronization of files via command line dat-ecosystem 8244
51 cli Command-line tool to customize Spotify client. Supports Windows, MacOS, and Linux. spicetify 19262
52 color-naming-in-different-languages uwdata 29
53 muboard Self-rendering and distributable mathematics chalkboards susam 562
54 metrics 📊 An infographics generator with 30+ plugins and 300+ options to display stats about your GitHub account and render them as SVG, Markdown, PDF or JSON! lowlighter 14125
55 dezoomify Dezoomify is a web application to download zoomable images from museum websites, image galleries, and map viewers. Many different zoomable image technologies are supported. lovasoa 686
56 niQC NeuroImaging Quality Control (niQC) INCF 12
57 MDsveX A markdown preprocessor for Svelte. pngwn 2553
58 readme.so An online drag-and-drop editor to easily build READMEs octokatherine 4355
59 binance-trading-bot Automated Binance trading bot - Trade multiple cryptocurrencies. Buy low/sell high with Grid Trading. Integrated with TradingView technical analysis chrisleekr 5168
60 treestyletab Tree Style Tab, Show tabs like a tree. piroor 3536
61 Tree-Style-History Not only show browser history in tree style. 不止用树状形式展示浏览器历史 (For Edge / Chromium / Chrome) tumuyan 190
62 Side-Auto_Sci-Hub Cross-Browser Plugin to open Sci-Hub 🗝 page with the article from your current tab RoiArthurB 244
63 OpenScan All you need to build your 3D Scanner OpenScanEu 739
64 social-analyzer API, CLI, and Web App for analyzing and finding a person's profile in 1000 social media \ websites qeeqbox 12013
65 openmct A web based mission control framework. nasa 12128
66 CyberChef The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis gchq 29885
67 Lepton 💻 Democratizing Snippet Management (macOS/Win/Linux) hackjutsu 10188
68 simple-peer 📡 Simple WebRTC video, voice, and data channels feross 7505
69 lucerne A Twitter reader designed for learning from the Twittersphere, built with Ink and Torus thesephist 118
70 polyx Productivity suite written from scratch in Ink on the backend and Torus on the web thesephist 218
71 htmx </> htmx - high power tools for HTML bigskysoftware 43094
72 quiver A modern commutative diagram editor for the web. varkor 3145
73 bypass-paywalls-chrome Bypass Paywalls web browser extension for Chrome and Firefox. iamadamdev 48311
74 headless-recorder Chrome extension that records your browser interactions and generates a Playwright or Puppeteer script. checkly 15073
75 Ghost Independent technology for modern publishing, memberships, subscriptions and newsletters. TryGhost 48084
76 GiraffeTools a Graphical Interface for Reproducible Analysis oF workFlow Experiments GiraffeTools 51
77 Awesome-Profile-README-templates A collection of awesome readme templates to display on your profile kautukkundan 10887
78 refined-hacker-news ✨ Hacker News, but refined — Interface tweaks and features to make the HN experience better plibither8 815
79 ScholarWithCode A simple chrome extension to present the number of available code implementions (via Papers With Code) for articles listed on Google Scholar. eladrich 85
80 vscode-rainbow-fart 一个在你编程时疯狂称赞你的 VSCode 扩展插件 | An VSCode extension that keeps giving you compliment while you are coding, it will checks the keywords of code to play suitable sounds. SaekiRaku 4936
81 codimd CodiMD - Realtime collaborative markdown notes on all platforms. hackmdio 9401
82 Sarasa-Gothic Sarasa Gothic / 更纱黑体 / 更紗黑體 / 更紗ゴシック / 사라사 고딕 be5invis 10409
83 Iosevka Versatile typeface for code, from code. be5invis 19614
84 zotero-scholar-citations Zotero plugin for auto-fetching numbers of citations from Google Scholar MaxKuehn 263
85 osmtogeojson convert osm to geojson tyrasd 708
86 Quirk A drag-and-drop quantum circuit simulator that runs in your browser. A toy for exploring and understanding small quantum circuits. Strilanc 953
87 grocy ERP beyond your fridge - Grocy is a web-based self-hosted groceries & household management solution for your home grocy 7066
88 GreenTunnel GreenTunnel is an anti-censorship utility designed to bypass the DPI system that is put in place by various ISPs to block access to certain websites. SadeghHayeri 4456
89 1on1-questions Mega list of 1 on 1 meeting questions compiled from a variety to sources VGraupera 9551
90 profane-words A very long list of English profanity. zacanger 248
91 magnetW [已失效,不再维护] xiandanin 11561
92 gun An open source cybersecurity protocol for syncing decentralized graph data. amark 18256
93 iptv Collection of publicly available IPTV channels from all over the world iptv-org 89004
94 ARC-AGI The Abstraction and Reasoning Corpus fchollet 4153
95 probmods2 probmods 2: electric boogaloo probmods 306
96 42 @rsapkf's wiki. [Merged into rsapkf/www] rsapkf 1879
97 quantum-circuit Quantum Circuit Simulator implemented in JavaScript quantastica 256
98 stargazed 📋 Creating your own Awesome List of GitHub stars! abhijithvijayan 476
99 lime Lime: Explaining the predictions of any machine learning classifier marcotcr 11709
100 opendatacam An open source tool to quantify the world opendatacam 1645
101 magicbook The magic book project returns! magicbookproject 1097
102 netron Visualizer for neural network, deep learning and machine learning models lutzroeder 29130
103 shader-school 🎓 A workshopper for GLSL shaders and graphics programming stackgl 4331
104 argdown a simple syntax for complex argumentation christianvoigt 932
105 Motrix A full-featured download manager. agalwood 46381
106 laverna Laverna is a JavaScript note taking application with Markdown editor and encryption support. Consider it like open source alternative to Evernote. Laverna 9200
107 Sozi A "zooming" presentation editor sozi-projects 1604
108 impress.js It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com. impress 37689
109 codecrumbs Learn, design or document codebase by putting breadcrumbs in source code. Live updates, multi-language support and more. Bogdan-Lyashenko 2715
110 mermaid-live-editor Location has moved to https://github.com/mermaid-js/mermaid-live-editor mermaidjs 982
111 trilium Build your personal knowledge base with Trilium Notes zadam 27862
112 anti-paywall A browser extension that maximizes the chances of bypassing paywalls nextgens 668
113 d3graphTheory 💥 Interactive and colorful 🎨 graph theory tutorials made using d3.js ⚡ mrpandey 1776
114 vega A visualization grammar. vega 11318
115 DeepLearning-500-questions 深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06 scutan90 55220
116 awesome-vscode 🎨 A curated list of delightful VS Code packages and resources. viatsko 25728
117 trix A rich text editor for everyday writing basecamp 19229
118 apachecn-algo-zh ApacheCN 数据结构与算法译文集 apachecn 11043
119 reminiscence Self-Hosted Bookmark And Archive Manager kanishka-linux 1786
120 taskbook Tasks, boards & notes for the command-line habitat klaudiosinani 9008
121 webui-aria2 The aim for this project is to create the worlds best and hottest interface to interact with aria2. Very simple to use, just download and open index.html in any web browser. ziahamza 10025
122 warriorjs 🏰 An exciting game of programming and Artificial Intelligence olistic 9455
123 docsify 🃏 A magical documentation site generator. docsifyjs 28583
124 docute 📚 Effortless documentation, done right. egoist 3810
125 awesome-ctf A curated list of CTF frameworks, libraries, resources and softwares apsdehal 10003
126 gitbook-cli GitBook's command line interface GitbookIO 719
127 gitbook-plugin-anchor-navigation-ex Supports two navigation mode, title, anchor effect is the default theme, style, follow the website zq99299 127
128 machine_learning_and_neuroscience This is the code for "Machine Learning & Neuroscience" By Siraj Raval on Youtube llSourcell 130
129 carbon 🖤 Create and share beautiful images of your source code carbon-app 34824
130 mostly-adequate-guide Mostly adequate guide to FP (in javascript) MostlyAdequate 23503
131 javascript JavaScript Style Guide airbnb 145860
132 KaTeX Fast math typesetting for the web. KaTeX 18607
133 tellform ✏️ Free Opensource Alternative to TypeForm or Google Forms ⛺ tellform 3039
134 30-seconds-of-code Coding articles to level up your development skills Chalarangelo 122375
135 blockchain 📖Code for Blockchain Demo 0xs34n 935
136 dom-i18n Provides a very basic HTML multilingual support using JavaScript ruyadorno 148
137 stacks-cli 📊 Analyze website stack from the terminal 💻 WeiChiaChang 1993
138 livepython Visually trace Python code in real-time. agermanidis 2555
139 Mind-Expanding-Books 📚 Find your next book to read! hackerkid 12006
140 inclusive-design-checklist Aims to be the biggest checklist of inclusive design considerations ever Heydon 2745
141 SessionSync SessionSync ReDEnergy 297
142 bottery google 3295
143 fluxday A user-friendly, free & opensource task & productivity management tool for growing startups foradian 477
144 BoostNote-Legacy This repository is outdated and new Boost Note app is available! We've launched a new Boost Note app which supports real-time collaborative writing. https://github.com/BoostIO/BoostNote-App BoostIO 17046
145 feather Simply beautiful open-source icons feathericons 25173
146 Rythm.js A javascript library that makes your page dance. Okazari 3936
147 online-markdown 在线Markdown转微信公众号内容工具 dyc87112 675
148 project-guidelines A set of best practices for JavaScript projects elsewhencode 29477
149 wtfjs 🤪 A list of funny and tricky JavaScript examples denysdovhan 35833
150 front-end-guide 📚 Study guide and introduction to the modern front end stack. grab 15178
151 ZeroNet ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network HelloZeroNet 18437
152 pell 📝 the simplest and smallest WYSIWYG text editor for web, with no dependencies jaredreich 11981
153 awesome-guidelines A curated list of high quality coding style conventions and standards. Kristories 9937
154 gamblers-dice A terrible idea, now real. xori 916
155 toc Table of Contents Plugin jgallen23 531
156 jquery.tocify.js A jQuery Table of Contents plugin that can be themed with Twitter Bootstrap or jQueryUI. gfranko 927
157 bootstrap-toc An automatic table of contents generator, using Bootstrap 3 or 4 afeld 157
158 Orbit-Theme FREE Bootstrap 5 Resume/CV Template for Developers xriley 789
159 listen1_chrome_extension one for all free music in china (chrome extension, also works for firefox) listen1 11566
160 js-stack-from-scratch 🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack. verekia 20103
161 particles.js A lightweight JavaScript library for creating particles VincentGarreau 29251
162 Winds A Beautiful Open Source RSS & Podcast App Powered by Getstream.io GetStream 8919
163 flv.js HTML5 FLV Player bilibili 23038
164 itsy-bitsy-data-structures 🏰 All the things you didn't know you wanted to know about data structures jamiebuilds 8602
165 fantasy-land Specification for interoperability of common algebraic structures in JavaScript fantasyland 10151
166 GitXiv GitXiv - Collaborative Open Computer Science. samim23 267
167 the-super-tiny-compiler ⛄ Possibly the smallest compiler ever jamiebuilds 28047
168 node-lessons 📕《Node.js 包教不包会》 by alsotang alsotang 16543
169 WebFundamentals Former git repo for WebFundamentals on developers.google.com google 13855
170 HackMyResume Generate polished résumés and CVs in HTML, Markdown, LaTeX, MS Word, PDF, plain text, JSON, XML, YAML, smoke signal, and carrier pigeon. hacksalot 9305
171 algorithm-visualizer 🎆Interactive Online Platform that Visualizes Algorithms from Code algorithm-visualizer 47010
172 bootstrap The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web. twbs 171237
173 materialize Materialize, a CSS Framework based on Material Design Dogfalo 38853
174 reveal.js The HTML Presentation Framework hakimel 68231
175 language-evolution-simulation Language evolution simulation with Agent-based Models fatiherikli 490
176 neural-network-papers robertsdionne 1961
177 Font-Awesome The iconic SVG, font, and CSS toolkit FortAwesome 74538
178 500lines 500 Lines or Less aosabook 29378

⬆ Back to Index

Jinja

Name Description Author Stars
1 algo Set up a personal VPN in the cloud trailofbits 29138

⬆ Back to Index

Julia

Name Description Author Stars
1 SymbolicRegression.jl Distributed High-Performance Symbolic Regression in Julia MilesCranmer 664
2 WaterLily.jl Fast and simple fluid simulator in Julia WaterLily-jl 654
3 PythonCall.jl Python and Julia in harmony. JuliaPy 847
4 DECAES.jl DEcomposition and Component Analysis of Exponential Signals (DECAES) - a Julia implementation of the UBC Myelin Water Imaging (MWI) toolbox for computing voxelwise T2-distributions of multi spin-echo MRI images. jondeuce 33
5 Makie.jl Interactive data visualizations and plotting in Julia MakieOrg 2465
6 Tullio.jl mcabbott 617
7 UnicodePlots.jl Unicode-based scientific plotting for working in the terminal JuliaPlots 1452
8 SpeedyWeather.jl Play atmospheric modelling like it's LEGO. SpeedyWeather 456
9 ReservoirComputing.jl Reservoir computing utilities for scientific machine learning (SciML) SciML 210
10 Cthulhu.jl The slow descent into madness JuliaDebug 662
11 DrWatson.jl The perfect sidekick to your scientific inquiries JuliaDynamics 840
12 OnlineStats.jl ⚡ Single-pass algorithms for statistics joshday 842
13 GLM.jl Generalized linear models in Julia JuliaStats 602
14 Agents.jl Agent-based modeling framework in Julia JuliaDynamics 784
15 NonlinearDynamicsTextbook Nonlinear Dynamics: A concise introduction interlaced with code JuliaDynamics 228
16 BeautifulAlgorithms.jl Concise and beautiful algorithms written in Julia mossr 1335
17 ClimateMachine.jl Climate Machine: an Earth System Model that automatically learns from data CliMA 456
18 Unfold.jl Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia unfoldtoolbox 50
19 Turing.jl Bayesian inference with probabilistic programming. TuringLang 2078
20 hardware_introduction What scientific programmers must know about CPUs and RAM to write fast code. jakobnissen 435
21 fkMigration.jl A Julia project demonstrating the fast f-k migration algorithm. analytech-solutions 66
22 diff-zoo Differentiation for Hackers MikeInnes 771
23 Yao.jl Extensible, Efficient Quantum Algorithm Design for Humans. QuantumBFS 947
24 TDA.jl A Julia package for topological data analysis wildart 38
25 ScHoLP-Tutorial Tutorial for the ScHoLP.jl library and reproducing results from the accompanying paper. arbenson 40
26 ThinkJulia.jl Port of the book Think Python to the Julia programming language BenLauwens 554
27 pythonidae Curated decibans of scientific programming resources in Python. svaksha 972

⬆ Back to Index

Jupyter Notebook

Name Description Author Stars
1 duckreg Every big regression is a small regression with weights. py-econometrics 35
2 SpatialCorr SpatialCorr: Identify gene sets with spatially varying correlation mbernste 14
3 Cytocipher Analysis methods for analysing single cell RNA-seq data; particularly with the goal of checking if tentative clusters of cells are significantly different to one another in terms of their gene expression. BradBalderson 33
4 PiML-Toolbox PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics SelfExplainML 1230
5 lectures Material for gpu-mode lectures gpu-mode 3505
6 omicverse A python library for multi omics included bulk, single cell and spatial RNA-seq analysis. Starlitnightly 539
7 eidev Adolescent development of E-I using biophysical network modeling amnsbr 2
8 agentic_patterns Implementing the 4 agentic patterns from scratch neural-maze 977
9 graphcompass GraphCompass: Graph Comparison Tools for Differential Analyses in Spatial Systems theislab 34
10 einsum-search AndPotap 29
11 MeshGradientPy Compute gradients on mesh and unstructured data objects. DonsetPG 9
12 stripy 2D spherical and Cartesian triangulation toolkit using tripack, stripack, srfpack and ssrfpack underworldcode 54
13 torch-harmonics Differentiable signal processing on the sphere for PyTorch NVIDIA 435
14 SpatialNonStationarity ActiveNeuroImaging 2
15 llama3-from-scratch llama3 implementation one matrix multiplication at a time naklecha 14040
16 neurometry Quantify geometric intelligence in natural and artificial brains. geometric-intelligence 50
17 GeostatsPyDemos Well-documented demonstration workflows with the GeostatsPy package. GeostatsGuy 50
18 imv-gps Code for the paper "Intrinsic Gaussian Vector Fields on Manifolds" by Robert-Nicoud, Krause, and Borovitskiy DanielRobertNicoud 6
19 jacobian_geometry Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS gbarzon 7
20 sysidentpy A Python Package For System Identification Using NARMAX Models wilsonrljr 417
21 pangeo Pangeo website + discussion of general issues related to the project. pangeo-data 706
22 courses Anthropic's educational courses anthropics 8678
23 guidance A guidance language for controlling large language models. guidance-ai 19472
24 WTF-zk 零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP WTFAcademy 1721
25 tarsier Vision utilities for web interaction agents 👀 reworkd 1525
26 XAI-for-bioinformatics Explainable AI for Bioinformatics rezacsedu 122
27 CellphoneDB CellPhoneDB can be used to search for a particular ligand/receptor, or interrogate your own HUMAN single-cell transcriptomics data. ventolab 354
28 abc_atlas_access Documentation and examples demonstrating how to access data from the Allen Brain Cell Atlas AllenInstitute 58
29 spvcm multilevel spatially-correlated variance components models pysal 17
30 CFDPython A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/ barbagroup 3513
31 scGPT bowang-lab 1100
32 BI-BE-CS-183-2023 Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023 pachterlab 461
33 GML2023 Graph Machine Learning course, Xavier Bresson, 2023 xbresson 596
34 graphkit-learn A python package for graph kernels, graph edit distances, and graph pre-image problem. jajupmochi 125
35 tropai-2024 Materials of the Tropical Probabilistic AI School 2024. probabilisticai 22
36 Gaussian-Process-Regression-Tutorial An Intuitive Tutorial to Gaussian Processes Regression jwangjie 569
37 what_are_embeddings A deep dive into embeddings starting from fundamentals veekaybee 991
38 DS4DS_Course Data Science for Dynamical System Course DS-4-DS 105
39 phoenix AI Observability & Evaluation Arize-ai 4504
40 life2vec SocialComplexityLab 496
41 Large-Language-Model-Notebooks-Course Practical course about Large Language Models. peremartra 1424
42 llm-course Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. mlabonne 42212
43 single-cell-best-practices https://www.sc-best-practices.org theislab 820
44 pyebm pyebm - A toolbox for Event Based Models 88vikram 25
45 qgraph Simulate Anderson localization and tight binding on graphs. ravikoka 13
46 brain_eigenmodes sina-mansour 12
47 matplotlib-multilayer-network small template code to create a multilayer network using matplotlib and networkx jkbren 113
48 insanely-fast-whisper Vaibhavs10 7942
49 hmp Repository for the hmp python package GWeindel 39
50 laminar_organization The data and code of Saberi et al. 2023 PLOS Biology amnsbr 4
51 fast-slow Excitation-inhibition balance brain network fitting BrainModes 20
52 bert-brains tsumers 28
53 hamilton Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does. DAGWorks-Inc 1982
54 Manifold-Learning Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps) drewwilimitis 229
55 torchgfn A modular, easy to extend GFlowNet library GFNOrg 247
56 asymmetric_uncertainty A package for handling numeric quantities with asymmetric uncertainties. cgobat 18
57 fmmax Fourier modal method with Jax facebookresearch 103
58 MAPIE A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions. scikit-learn-contrib 1318
59 gpt-prompt-engineer mshumer 9451
60 corrquench Code for Ito, Brincat, Siegel, Mill, He, Miller, Rotstein, Cole (2020) PLoS Computational Biology ito-takuya 3
61 LLM-Training-Puzzles What would you do with 1000 H100s... srush 948
62 s4 Structured state space sequence models state-spaces 2525
63 RheMAP Non-linear warps between common rhesus macaque brain templates PRIME-RE 25
64 langchain 🦜🔗 Build context-aware reasoning applications langchain-ai 98516
65 TopoNetX Computing on Topological Domains pyt-team 199
66 brainsss Preprocessing of volumetric neural data on sherlock (motion correction, zscoring, etc) ClandininLab 5
67 GenerativeModels MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications Project-MONAI 644
68 UKB-connectomics This repository will host scripts used to map structural and functional brain connectivity matrices for the UK biobank dataset. sina-mansour 63
69 cosyne-2023-generative-models Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience. davindicode 39
70 geometric-gnn-dojo Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks. chaitjo 483
71 selfie An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor. cksystemsteaching 2400
72 tsai Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai timeseriesAI 5401
73 smt Surrogate Modeling Toolbox SMTorg 710
74 FastSurfer PyTorch implementation of FastSurferCNN Deep-MI 474
75 JuliaGraphsTutorials Tutorials in the form of Jupyter notebooks for the JuliaGraphs ecosystem JuliaGraphs 98
76 mango Parallel Hyperparameter Tuning in Python ARM-software 405
77 cphy Class materials for computational physics course williamgilpin 146
78 DataDrivenDynSyst Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems jbramburger 97
79 torchegranate A temporary repository hosting a pomegranate re-write using PyTorch as the backend. jmschrei 71
80 lovely-tensors Tensors, for human consumption xl0 1178
81 TimeSynth A Multipurpose Library for Synthetic Time Series Generation in Python TimeSynth 357
82 evojax google 863
83 RAJAPerf RAJA Performance Suite LLNL 117
84 kernl Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable. ELS-RD 1550
85 metrics-as-scores Contains the data and scripts needed for the application Metrics as Scores MrShoenel 4
86 fBOSC fooof+BOSC: A repository for the robust detection of oscillations at the single-trial level neurofractal 22
87 python-blosc2 A high-performance compressed ndarray library with a flexible computational engine Blosc 92
88 easy-rl 强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/ datawhalechina 9944
89 graphein Protein Graph Library a-r-j 1056
90 AllenHumanGeneMNI Careful multispectral registration of the Allen Human Brain Gene Samples in MNI ICBM NLIN SYM 09c space gdevenyi 9
91 nn-zero-to-hero Neural Networks: Zero to Hero karpathy 12722
92 archive-CCM-site NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling brendenlake 203
93 conformal-prediction Lightweight, useful implementation of conformal prediction on real data. aangelopoulos 822
94 neuroprobnum Probabilistic numerics for common neuroscience models. berenslab 5
95 cr-sparse Functional models and algorithms for sparse signal processing carnotresearch 90
96 dsp_notebooks A collection of Digital Signal Processing notebooks with a wireless communications theme. strath-sdr 108
97 micrograd A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API karpathy 10932
98 randomfun Notebooks and various random fun karpathy 1084
99 transformer-walkthrough A walkthrough of transformer architecture code markriedl 323
100 loops-are-evil Local mean denoising using numpy efficiently rsilva8 1
101 nilearn-task-networks Tutorials for task-based activation and network analysis using Python based modules: Nilearn and Nistats. Notebooks prepared on Neurohackademy 2018 (http://neurohackademy.org/). kfinc 26
102 BOLD_WAVES Quantifying and describing blood-oxygen-level dependent (BOLD) spatial propagation activity tsb46 20
103 YOLOU YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO jizhishutong 751
104 tigramite Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at jakobrunge 1384
105 gpu-python-tutorial GPU Development in Python 101 tutorial jacobtomlinson 267
106 PythonNumericalDemos Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses. GeostatsGuy 1422
107 GPU-Puzzles Solve puzzles. Learn CUDA. srush 10339
108 OI-and-CMs Characterizing Optimal Signal Propagation in the Human Brain Network kuffmode 3
109 pybrms Pythonic interface to R's brms adamhaber 44
110 neuro-nav A library for neuroscience-inspired navigation and decision making research. awjuliani 203
111 grit-benchmark Benchmarking a metric used to evaluate a perturbation strength broadinstitute 6
112 reliability-diagrams Reliability diagrams visualize whether a classifier model needs calibration hollance 144
113 Vogel_PLS_Tx-Space Data and code for Vogel et al., Transcriptomic Gradients paper PennLINC 6
114 qsiprep-atlas Info on how the qsiprep-bundled atlases were made PennLINC 1
115 gtrick Bag of Tricks for Graph Neural Networks. sangyx 288
116 ThinkDSP Think DSP: Digital Signal Processing in Python, by Allen B. Downey. AllenDowney 4027
117 ssm-book Interactive textbook on state-space models probml 181
118 xgi CompleX Group Interactions (XGI) is a Python package for higher-order networks. xgi-org 191
119 ABAnnotate A toolbox for ensemble-based multimodal gene-category enrichment analysis of human neuroimaging data LeonDLotter 18
120 Tensor-Puzzles Solve puzzles. Improve your pytorch. srush 3360
121 ModelingNeuralCircuits Code to accompany the textbook "Modeling Neural Circuits Made Simple" RobertRosenbaum 141
122 prodigy-recipes 🍳 Recipes for the Prodigy, our fully scriptable annotation tool explosion 485
123 handwritingBCI Code from the paper "High-Performance Brain-to-Text Communication via Handwriting" fwillett 369
124 gt4sd-core GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process. GT4SD 342
125 amh-code Complete implementations from "Algorithms for Modern Hardware" sslotin 723
126 HyPyP The Hyperscanning Python Pipeline ppsp-team 74
127 ibsgd artemyk 150
128 GLMspiketraintutorial_python pillowlab 46
129 braincharts predictive-clinical-neuroscience 35
130 openskill.py Multiplayer Rating System. No Friction. vivekjoshy 283
131 connectome-spatial-smoothing Python codes and sample scripts for connectome-spatial smoothing (CSS) sina-mansour 11
132 The_R1-weighted_connectome Scripts in support of the preprint: Boshkovski et al. (2020). The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure. TommyBoshkovski 2
133 xicor xi correlation method adapted for python czbiohub-sf 149
134 jupyter_notebooks Assorted Jupyter notebooks by Daniel Estévez daniestevez 162
135 cufflinks Productivity Tools for Plotly + Pandas santosjorge 3043
136 shapash 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models MAIF 2765
137 buggy-resizing-critique A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries. beresandras 72
138 AdvancedScientificComputing A short course on Julia and open-source software development timholy 306
139 shap-analysis-guide How to Interpret SHAP Analyses: A Non-Technical Guide AidanCooper 51
140 Introduction-to-Julia Learn the language basics in this 10-part course. JuliaAcademy 417
141 roc-n-roll Interactive plotting of ROC (and precision-recall) curves showing multiple metrics evaluations along the curve. ehudkr 4
142 mujoco Multi-Joint dynamics with Contact. A general purpose physics simulator. google-deepmind 8583
143 ts_tutorial iosband 354
144 Hippocampus_AP_Axis Code used for Hippocampus Anterior/Posterior gene expression and neuroimaging analyses illdopejake 10
145 closed_loop_mdd ucsf-npnm 18
146 pySuStaIn Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data. ucl-pond 141
147 kglab Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc. DerwenAI 597
148 spatio-temporal-brain A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data tjiagoM 47
149 MLOps-Basics graviraja 6159
150 nbdev Create delightful software with Jupyter Notebooks AnswerDotAI 4991
151 COGS118C COGS118C [Neural Signal Processing] @ UCSanDiego rdgao 159
152 research_code Writing good research code patrickmineault 114
153 tutorials MONAI Tutorials Project-MONAI 1942
154 prettymaps A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries. marceloprates 11453
155 gather Spit shine for Jupyter notebooks 🧽✨ microsoft 533
156 ds003-post-fMRIPrep-analysis An exemplary task analysis workflow to run on OpenNeuro's ds000003 data, after preprocessing with fMRIPrep poldracklab 30
157 torchdyn A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods DiffEqML 1426
158 neural_data_science Contains programming labs and lecture notes for the lecture "Neural Data Science" berenslab 101
159 Python-EEG-Handbook-CN Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python ZitongLu1996 399
160 kcni-school-lessons A collection of code and lessons for the KCNI Summer School krembilneuroinformatics 43
161 ohbm2021 Scripts related to working with OHBM 2021 program content margulies 4
162 pml-book "Probabilistic Machine Learning" - a book series by Kevin Murphy probml 5075
163 Celeste.jl Scalable inference for a generative model of astronomical images jeff-regier 185
164 Node-Parcellation The code to generate individualize state-specific node-level parcellations. For the original paper, see Salehi et al., "There is no single functional atlas even for a single individual: Parcellation of the human brain is state dependent." bioRxiv 2018. YaleMRRC 9
165 MathToolsforNeuroscience Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212) ebatty 443
166 functorch functorch is JAX-like composable function transforms for PyTorch. pytorch 1403
167 DeepPurpose A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics) kexinhuang12345 994
168 nvidia-cuda-tutorial Nvidia contributed CUDA tutorial for Numba numba 240
169 KDEpy Kernel Density Estimation in Python tommyod 593
170 facets Visualizations for machine learning datasets PAIR-code 7357
171 TTS 🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) mozilla 9547
172 eat_pytorch_in_20_days Pytorch🍊🍉 is delicious, just eat it! 😋😋 lyhue1991 5511
173 vissl VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images. facebookresearch 3264
174 signals-and-systems-lecture Continuous- and Discrete-Time Signals and Systems - Theory and Computational Examples spatialaudio 341
175 pytorch-GAT My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples! gordicaleksa 2487
176 mlops-course Learn how to design, develop, deploy and iterate on production-grade ML applications. GokuMohandas 3017
177 monthly-challenges Repository containing monthly challenges in the field of quantum computing. qosf 414
178 TDC Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science mims-harvard 1037
179 EverythingCrypto (Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography zademn 233
180 pyprobml Python code for "Probabilistic Machine learning" book by Kevin Murphy probml 6638
181 pycaret An open-source, low-code machine learning library in Python pycaret 9079
182 alibi-detect Algorithms for outlier, adversarial and drift detection SeldonIO 2285
183 key-book 《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。 datawhalechina 1578
184 tensor-sensor The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai. parrt 801
185 joyful-pandas Pandas中文教程 yeayee 964
186 machine-learning-for-trading Code for Machine Learning for Algorithmic Trading, 2nd edition. stefan-jansen 13842
187 budapest-fmri-data Quality assurance analyses of fMRI data collected while participants watched The Grand Budapest Hotel by Wes Anderson. mvdoc 27
188 quantum-algorithms-tutorials Tutorials for Quantum Algorithms with Qiskit implementations. DavitKhach 230
189 edward2 A simple probabilistic programming language. google 682
190 cosanlab_preproc Nipype-based data fMRI pre-processing tools cosanlab 14
191 course-content NMA Computational Neuroscience course NeuromatchAcademy 2706
192 swarm_interaction_network A network-based approach to study swarm intelligence macoj 13
193 nn-brain Tutorial codes for modeling brains with neural nets gyyang 215
194 minigrad A minimal implementation of autograd (in pure Python) 🍰 kennysong 94
195 networkx-edge-bundling hacky way to bundle some edges in networkx and matplotlib jkbren 20
196 flax Flax is a neural network library for JAX that is designed for flexibility. google 6274
197 rising Provides everything needed for high performance data loading and augmentation in pytorch. PhoenixDL 317
198 course-nlp A Code-First Introduction to NLP course fastai 3434
199 qml-mooc Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019 qosf 280
200 RL-Stock 📈 如何用深度强化学习自动炒股 wangshub 3104
201 Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions Solutions of Reinforcement Learning, An Introduction LyWangPX 2084
202 NYU-DLSP20 NYU Deep Learning Spring 2020 Atcold 6704
203 joyful-pandas pandas中文教程 datawhalechina 4724
204 Yet-Another-EfficientDet-Pytorch The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights. zylo117 5217
205 deepul rll 778
206 DataSciencePsychNeuro Repository for the Data Science for Psychology and Neuroscience course at CMU (Vargas/Verstynen) CoAxLab 55
207 pytorch-tutorials-examples-and-books PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍 bat67 1254
208 virtual-scanner An end-to-end hybrid MR simulator/console imr-framework 63
209 Practical_RL A course in reinforcement learning in the wild yandexdataschool 5975
210 benchmarking-gnns Repository for benchmarking graph neural networks graphdeeplearning 2541
211 openMorph Curated list of open-access databases with human structural MRI data cMadan 126
212 TDA-tutorial A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries. GUDHI 385
213 understandingbdl izmailovpavel 235
214 PRML PRML algorithms implemented in Python ctgk 11527
215 adversarial_lab Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc. dsgiitr 51
216 d2l-pytorch This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch. dsgiitr 4259
217 graph_nets PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT. dsgiitr 1156
218 fastpages An easy to use blogging platform, with enhanced support for Jupyter Notebooks. fastai 3531
219 Deep-Reinforcement-Learning-Hands-On-Second-Edition Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt PacktPublishing 1185
220 rethinking-numpyro Statistical Rethinking (2nd ed.) with NumPyro fehiepsi 450
221 neural-tangents Fast and Easy Infinite Neural Networks in Python google 2307
222 The-Elements-of-Statistical-Learning-Python-Notebooks A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book empathy87 863
223 scikit-geometry Scientific Python Geometric Algorithms Library scikit-geometry 431
224 deepmind-research This repository contains implementations and illustrative code to accompany DeepMind publications google-deepmind 13415
225 learnopencv Learn OpenCV : C++ and Python Examples spmallick 21508
226 industry-machine-learning A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai) firmai 7287
227 wassdistance Approximating Wasserstein distances with PyTorch dfdazac 458
228 lecture-source-py Source files for "Lectures in Quantitative Economics" -- Python version QuantEcon 192
229 climate_in_color 🍒 🍊 🍋 Tutorial on building and using effective colormaps in climate science 🍏 🍇 🍆 bradyrx 35
230 GettingStarted Scipy 2019 Tutorial matplotlib 35
231 dtreeviz A python library for decision tree visualization and model interpretation. parrt 3003
232 shap A game theoretic approach to explain the output of any machine learning model. shap 23246
233 pytorch-normalizing-flows Normalizing flows in PyTorch. Current intended use is education not production. karpathy 850
234 toyplot Interactive plotting for Python. sandialabs 434
235 pyESN Echo State Networks in Python cknd 302
236 IntracranialNeurophysDL A short course for getting started with deep learning for intracranial extracellular neurophysiology. SachsLab 35
237 Dive-into-DL-PyTorch 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 ShusenTang 18546
238 AnatomyOfMatplotlib Anatomy of Matplotlib -- tutorial developed for the SciPy conference matplotlib 1222
239 pydqc python automatic data quality check toolkit SauceCat 284
240 Understanding-GCN code for the paper in NeurIPS 2019 nimadehmamy 40
241 Understanding-NN Tensorflow tutorial for various Deep Neural Network visualization techniques 1202kbs 346
242 nlp-tutorial Natural Language Processing Tutorial for Deep Learning Researchers graykode 14385
243 topography_atlas_of_space Code and instructions for making topographic maps of planets and moons eleanorlutz 291
244 bdl-benchmarks Bayesian Deep Learning Benchmarks OATML 666
245 GLMM-in-Python Generalized linear mixed-effect model in Python junpenglao 175
246 botorch Bayesian optimization in PyTorch pytorch 3150
247 probability Probabilistic reasoning and statistical analysis in TensorFlow tensorflow 4286
248 einet Uncertainty and causal emergence in complex networks jkbren 109
249 tensorflow-handbook 简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程 snowkylin 3940
250 PGCN Graph Convolutional Networks for Temporal Action Localization (ICCV2019) Alvin-Zeng 322
251 qiskit-textbook [ARCHIVED] A university quantum algorithms/computation course supplement based on Qiskit qiskit-community 960
252 TF-2.0-Hacks Contains my explorations of TensorFlow 2.x sayakpaul 380
253 Neural_Decoding A python package that includes many methods for decoding neural activity KordingLab 436
254 higgsfield Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters higgsfield-ai 3307
255 rainbow-is-all-you-need Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow Curt-Park 1900
256 pg-is-all-you-need Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods. MrSyee 881
257 tcscode Supplementary code for Introduction to Theoretical Computer Science book. boazbk 62
258 matplotlib-gallery Examples of matplotlib codes and plots rasbt 1196
259 Popular-RL-Algorithms PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet.. quantumiracle 1162
260 joypy Joyplots in Python with matplotlib & pandas 📈 leotac 574
261 saxpy Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python seninp 210
262 Bayesian-Neural-Networks Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more JavierAntoran 1874
263 NeuralDataScienceCSHL2019 Coding exercises for Neural Data Science at CSHL in 2019 marius10p 28
264 single-cell-tutorial Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial" theislab 1432
265 qiskit-tutorials A collection of Jupyter notebooks showing how to use the Qiskit SDK Qiskit 2358
266 pySankey create sankey diagrams with matplotlib anazalea 261
267 MultiscaleCentrality Graph centrality is a question of scale - Multiscale centrality (MSC) is a scale dependent measure of centrality on complex networks. barahona-research-group 8
268 capsule_net_pytorch Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.] cezannec 372
269 deep-learning-random-explore PPPW 194
270 deeplearning-models A collection of various deep learning architectures, models, and tips rasbt 16845
271 algforopt-notebooks Jupyter notebooks associated with the Algorithms for Optimization textbook algorithmsbooks 429
272 DL-workshop-series Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT) Machine-Learning-Tokyo 937
273 simplagion Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019) iaciac 44
274 neuroparc neurodata 169
275 DeepLearningExamples State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure. NVIDIA 13834
276 poppy-ergo-jr 🤖 Poppy Ergo Jr is an open-source robotic arm based on modular 3D printed conception and low-cost XL-320 motors. poppy-project 184
277 gradient_analysis NeuroanatomyAndConnectivity 90
278 marmoset margulies 2
279 adjustText A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps. Phlya 1521
280 CH485---Artificial-Intelligence-and-Chemistry CH485 - Artificial Intelligence and Chemistry SeongokRyu 122
281 EconML ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x. py-why 3933
282 Hands-On-Reinforcement-Learning-with-Python Hands-On Reinforcement Learning with Python, published by Packt PacktPublishing 794
283 cnn-exposed 🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results. idealo 177
284 htmpapers Numenta published papers code and data numenta 326
285 jetbot An educational AI robot based on NVIDIA Jetson Nano. NVIDIA-AI-IOT 3064
286 the-craft-of-selfteaching One has no future if one couldn't teach themself. selfteaching 15307
287 AWE Compute graph embeddings via Anonymous Walk Embeddings nd7141 81
288 continual-learning PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios. GMvandeVen 1632
289 InferSent InferSent sentence embeddings facebookresearch 2285
290 Deep-Learning-Coursera Deep Learning Specialization by Andrew Ng, deeplearning.ai. enggen 1686
291 neural-ode Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations msurtsukov 720
292 dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. google 10607
293 pytorch_flows Implementation and tutorials of normalizing flows with the novel distributions module acids-ircam 164
294 cnjc-code Code for and from meetings of the Stanford CNJC stanford-cnjc 7
295 maml-jax Implementation of Model-Agnostic Meta-Learning (MAML) in Jax ericjang 188
296 ReLeaSE Deep Reinforcement Learning for de-novo Drug Design isayev 355
297 computation-thru-dynamics Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems. google-research 375
298 quantum-learning This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers". XanaduAI 114
299 lucid A collection of infrastructure and tools for research in neural network interpretability. tensorflow 4684
300 PyTorch-Tutorial Build your neural network easy and fast, 莫烦Python中文教学 MorvanZhou 8199
301 ruijin_round2 瑞金医院MMC人工智能辅助构建知识图谱大赛复赛 beader 181
302 pytorch-handbook pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行 zergtant 20535
303 tdl Course "Theories of Deep Learning" deeppavlov 196
304 pytorch-seq2seq Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. bentrevett 5436
305 DeepRL-Tutorials Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch qfettes 1055
306 mml-book.github.io Companion webpage to the book "Mathematics For Machine Learning" mml-book 13604
307 ILearnDeepLearning.py This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action. SkalskiP 1360
308 cnn_graph Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering mdeff 1345
309 PracticalSessions tmlss2018 124
310 mooc_exercise Solutions of exercise problems appeared in mooc-based on-line learning hoondori 1
311 DeepLearningFrameworks Demo of running NNs across different frameworks ilkarman 1655
312 shablona A template for small scientific python projects uwescience 608
313 ThinkStats2 Text and supporting code for Think Stats, 2nd Edition AllenDowney 4059
314 CompStats Code for a workshop on statistical interference using computational methods in Python. AllenDowney 219
315 graph_nn Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop) bknyaz 328
316 K-Nearest-Neighbors-with-Dynamic-Time-Warping Python implementation of KNN and DTW classification algorithm markdregan 778
317 graph-based-deep-learning-literature links to conference publications in graph-based deep learning naganandy 4866
318 Graph-neural-networks SeongokRyu 517
319 mit-deep-learning Tutorials, assignments, and competitions for MIT Deep Learning related courses. lexfridman 10199
320 causal_inference_python_code Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins jrfiedler 1286
321 siml Machine Learning algorithms implemented from scratch taspinar 483
322 Learning-from-data 记录Learning from data一书中的习题解答 Doraemonzzz 979
323 fMRI_data_analysis Python code explaining how to display structural and functional fMRI data. akcarsten 95
324 lihang-code 《统计学习方法》的代码实现 fengdu78 19117
325 ndap-fa2018 neuro data analysis in python alexhuth 33
326 google-research Google Research google-research 34708
327 Made-With-ML Learn how to design, develop, deploy and iterate on production-grade ML applications. GokuMohandas 37978
328 minc_keras minc_keras is a code base that was developped during a hackathon to facillitate the implementation of deep learning models for brain imaging with the Keras package. tfunck 11
329 introML Landing page for scikit learn and nilearn tutorials, originally curated for MAIN 2018 conference brainhack101 11
330 psych204a Stanford human neuroimaging methods course materials cni 9
331 workshops Brain imaging workshops nipy 15
332 DeepNeuro A deep learning python package for neuroimaging data. Made by: QTIM-Lab 125
333 nipype_tutorial Learn Nipype with these tutorial notebooks - go here to see them online --> miykael 122
334 Elevation End-to-end guide design for CRISPR/Cas9 with machine learning microsoft 129
335 fecon235 Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics rsvp 1155
336 ESL-CN The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。 szcf-weiya 2494
337 bayesian-neural-network-mnist Bayesian neural network using Pyro and PyTorch on MNIST dataset paraschopra 311
338 matplotlib_for_papers Handout for the tutorial "Creating publication-quality figures with matplotlib" jbmouret 2142
339 brain-networks-course Repo for Brain Networks course BrainNetworksCourse 35
340 hyperlearn 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old. unslothai 1902
341 neuroprocdata Neuroproc dataset descriptions and dictionaries ericmjonas 15
342 deepLearningBook-Notes Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016) hadrienj 1782
343 Stats-Maths-with-Python General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python tirthajyoti 901
344 tuthpc Tutorial on "Efficient Python for High-Performance Computing" mmckerns 122
345 TensorFlow-Course 📡 Simple and ready-to-use tutorials for TensorFlow instillai 16379
346 deepbayes-2018 Seminars DeepBayes Summer School 2018 bayesgroup 1045
347 micaopen Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute MICA-MNI 74
348 Reinforcement-Learning Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning andri27-ts 4244
349 JuliaTutorials Learn Julia via interactive tutorials! JuliaAcademy 1282
350 QuantumKatas Tutorials and programming exercises for learning Q# and quantum computing microsoft 4593
351 Grokking-Deep-Learning this repository accompanies the book "Grokking Deep Learning" iamtrask 7499
352 statistical-learning-method 《统计学习方法》笔记-基于Python算法实现 wzyonggege 2058
353 practical-pytorch Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained spro 4531
354 Reinforcement-Learning-Notebooks A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python. Pulkit-Khandelwal 1047
355 h4cker This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), artificial intelligence security, vulnerability research, exploit development, reverse engineering, and more. The-Art-of-Hacking 19604
356 Book-Deep-Learning-Applications-with-Applications-Using-Python Chapterwise code available in the book NavinManaswi 149
357 ml-study ML Learning Sabbatical Study Materials bfortuner 133
358 ML-Tutorial-Experiment Coding the Machine Learning Tutorial for Learning to Learn jiqizhixin 2503
359 pytorch_exercises Kyubyong 316
360 RL-Adventure Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL higgsfield 3058
361 dfa Detrended Fluctuation Analysis dokato 63
362 TensorSlow Re-implementation of TensorFlow in pure python, with an emphasis on code understandability danielsabinasz 678
363 fastai The fastai deep learning library fastai 26508
364 data Data and code behind the articles and graphics at FiveThirtyEight fivethirtyeight 16887
365 python-in-neuroscience-tutorials Collection of tutorials about methods of computational neuroscience using Python btel 74
366 pytorch-book PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》) chenyuntc 12280
367 Computational-Neuroscience-UW Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington computational-neuroscience 134
368 workshops A few exercises for use at events. tensorflow 1451
369 aima-python Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach" aimacode 8141
370 Capsule-Network-Tutorial Pytorch easy-to-follow Capsule Network tutorial higgsfield 770
371 Kalman-and-Bayesian-Filters-in-Python Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions. rlabbe 17102
372 Probabilistic-Programming-and-Bayesian-Methods-for-Hackers aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) CamDavidsonPilon 27124
373 python_reference Useful functions, tutorials, and other Python-related things rasbt 3769
374 pytudes Python programs, usually short, of considerable difficulty, to perfect particular skills. norvig 23249
375 welcome_tutorials Various tutorials given for welcoming new students at MILA. mila-iqia 985
376 simplified-deeplearning Simplified implementations of deep learning related works exacity 2502
377 deep-learning-with-python-notebooks Jupyter notebooks for the code samples of the book "Deep Learning with Python" fchollet 18920
378 pandas-tutorial 适合初级到中级晋升者,有了体系之后就看熟练度了。 hangsz 1828
379 rnn-syn Analogs of Linguistic Structure in Deep Representations jacobandreas 19
380 numerical-linear-algebra Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course fastai 10329
381 powerlaw jeffalstott 611
382 notes-python 中文 Python 笔记 lijin-THU 6975
383 xcorr-notebooks An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience. patrickmineault 78
384 SNNs Tutorials and implementations for "Self-normalizing networks" bioinf-jku 1588
385 game2vec TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram. warchildmd 73
386 wiki-detox See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse ewulczyn 152
387 tensorflow_cookbook Code for Tensorflow Machine Learning Cookbook nfmcclure 6244
388 TensorFlow-Tutorials Simple tutorials using Google's TensorFlow Framework nlintz 6002
389 Tensorflow-101 TensorFlow Tutorials sjchoi86 2605
390 tensorflow_tutorials From the basics to slightly more interesting applications of Tensorflow pkmital 5638
391 TensorFlow-Examples TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) aymericdamien 43470
392 scientific-python-lectures Lectures on scientific computing with python, as IPython notebooks. jrjohansson 3515
393 tsfresh Automatic extraction of relevant features from time series: blue-yonder 8531
394 nn-from-scratch Implementing a Neural Network from Scratch dennybritz 1988
395 reinforcement-learning Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course. dennybritz 20826
396 tensorflow-tutorial Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE alrojo 1949
397 MNIST Machine Learning analyses of the MNIST database of handwritten digits grfiv 52

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Just

Name Description Author Stars
1 personal-server Personal server configuration with k3s erebe 3091

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Kotlin

Name Description Author Stars
1 auto-dev 🧙‍AutoDev: The AI-powered coding wizard(AI 驱动编程助手)with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀 unit-mesh 3038
2 doki-theme-jetbrains Cute anime character themes for your JetBrains IDEs. doki-theme 659
3 projector-client Common and client-related code for running Swing applications remotely JetBrains 803
4 projector-server Server-side library for running Swing applications remotely JetBrains 1245

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LLVM

Name Description Author Stars
1 Enzyme High-performance automatic differentiation of LLVM and MLIR. EnzymeAD 1323

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Lean

Name Description Author Stars
1 SciLean Scientific computing in Lean 4 lecopivo 357
2 lean-matrix-cookbook The matrix cookbook, proved in the Lean theorem prover eric-wieser 93

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Lua

Name Description Author Stars
1 lite A lightweight text editor written in Lua rxi 7862
2 clink-fzf Fzf integration for Clink chrisant996 87
3 neorg Modernity meets insane extensibility. The future of organizing your life in Neovim. nvim-neorg 6613
4 chat-censorship Data related to the investigation of realtime censorship citizenlab 657
5 ComfyFactorio A chonky factorio scenario, featuring a whole compilation of different maps. M3wM3w 73
6 nmap-nse-scripts My collection of nmap NSE scripts cldrn 961
7 vulscan Advanced vulnerability scanning with Nmap NSE scipag 3527
8 waifu2x Image Super-Resolution for Anime-Style Art nagadomi 27682
9 neural-style Torch implementation of neural style algorithm jcjohnson 18307

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M4

Name Description Author Stars
1 argbash Bash argument parsing code generator matejak 1412

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MATLAB

Name Description Author Stars
1 pcs-toolbox dutchconnectomelab 2
2 wavestrapping https://www.sciencedirect.com/science/article/pii/S1053811920306595 Puckett-Lab 1
3 NoLiTiA A nonlinear time series analysis toolbox Immo-Weber 9
4 gcmi Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula. robince 87
5 lambda_spectrum aiavenak 3
6 FasterMatchingIndex Code for computing the matching index much faster StuartJO 3
7 DevProps developmental cortical propagation detection + analyses PennLINC 9
8 lightspeed lightspeed matlab toolbox tminka 130
9 CURBD Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD) rajanlab 52
10 wong-wang-2006 Model for perceptual-decision making and working memory from Wong and Wang, J. Neuroscience, 2006 xjwanglab 6
11 JuSpace This is the repository for the JuSpace toolbox allowing for cross-modal correlations between imaging data and positron emission tomography derived information juryxy 41
12 BrainEigenmodes Code supporting 'Geometric constraints on human brain function' NSBLab 91
13 BrainSurfaceAnimation StuartJO 36
14 mri-simulator MRI simulator for educational purposes written in MATLAB markus-nilsson 51
15 tapas TAPAS - Translational Algorithms for Psychiatry-Advancing Science translationalneuromodeling 227
16 Weighted-SC-Networks A brain connectivity analysis package coupled to a multi-modal MRI processing pipeline TardifLab 6
17 subcortex Gradientography pipeline for task fMRI LeonieBorne 4
18 BrainEigenmodes_legacy Code supporting 'Geometric constraints on human brain function' BMHLab 8
19 hMRI-toolbox A toolbox for quantitative MRI and in vivo histology using MRI (hMRI) hMRI-group 62
20 CommonalityAnalysis Commonality analysis for neuroimaging. Code supporting Wu et al, "Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the lifespan". kamentsvetanov 5
21 cca_pls_toolkit Canonical Correlation Analysis and Partial Least Squares Toolkit for neuroscientists anaston 15
22 nsdcode Code related to analyzing the Natural Scenes Dataset cvnlab 36
23 GLMsingle A toolbox for accurate single-trial estimates in fMRI time-series data cvnlab 104
24 cocoabox Complex connectivity analysis toolbox cobragroup 3
25 plotSurfaceROIBoundary Plot the boundaries of ROIs on a surface StuartJO 64
26 HOI Retrieving high-order information multiplets from data using the O-information danielemarinazzo 8
27 BRAPH-2 BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research. braph-software 39
28 maps_and_parcs Parcellations and brain maps ucam-department-of-psychiatry 3
29 BrainGB Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging. HennyJie 185
30 hmm-tool zijin-gu 1
31 dynet_toolbox Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics PscDavid 12
32 NBS_benchmarking Expanded NBS tools for new statistics and benchmarking neuroprismlab 10
33 python_julia_structural_behavioral_economics Python and Julia Code for Structural Behavioral Economics MassimilianoPozzi 46
34 GAMBA-MATLAB https://doi.org/10.1101/2021.02.22.432228 dutchconnectomelab 10
35 myPLS myPLS toolbox - PLS analysis for medical image processing MIPLabCH 15
36 multiscale neurodevelopmental functional net. organization across scales PennLINC 4
37 Simple-Brain-Plot brainPlot is a MATLAB function to create simple line-art brain plots. dutchconnectomelab 83
38 CATO Toolbox for structural and functional brain connectivity reconstruction. dutchconnectomelab 15
39 HMM-MAR Toolbox for segmentation and characterisation of transient connectivity OHBA-analysis 216
40 NBS-Predict A prediction-based extension of network-based statistics. eminSerin 31
41 neural-flows Estimation, analysis and decomposition of brainwave spatiotemporal dynamics brain-modelling-group 28
42 2sDM The code for 2-step diffusion maps designed for 3D fMRI time series carricky 8
43 MotionStructuralConnectivity StuartJO 5
44 qMRLab Quantitative MRI Made Easy with qMRLab: MRI software for data Simulation, analysis and visualization qMRLab 162
45 MSCcodebase The Midnight Scanning Club Codebase MidnightScanClub 33
46 optimviz Visualize optimization algorithms in MATLAB. lacerbi 149
47 micro-meso-macro-code Python code for examining the effect of micro-scale structures on communities in network science sophiewharrie 4
48 topological_filtering_networks Data Driven Topological Filtering of Brain Networks via Orthogonal Minimal Spanning Trees stdimitr 19
49 CCS Connectome Computation System zuoxinian 74
50 EchoState-GrangerCausality Evaluate Granger Causality between two or more time series by adopting the Echo State approach andreaduggento 5
51 GenericObjectDecoding Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037. KamitaniLab 151
52 bids-starter-kit The Starter-kit has moved to the new BIDS website. bids-standard 265
53 fmriflows fmriflows is a consortium of many (dependent) fMRI analysis pipelines, including anatomical and functional pre-processing, univariate 1st and 2nd-level analysis, as well as multivariate pattern analysis. miykael 62
54 encode Method for encoding brain connectomes in multidimensional arrays (tensors). brain-life 38
55 GRETNA A Graph-theoretical Network Analysis Toolkit in MATLAB sandywang 67
56 coalescent_embedding MATLAB code for performing the coalescent embedding biomedical-cybernetics 14
57 FishExplorer interactive analysis of calcium imaging data from larval zebrafish xiuyechen 133
58 CBIG ThomasYeoLab 618
59 omniglot Omniglot data set for one-shot learning brendenlake 1364
60 PRMLT Matlab code of machine learning algorithms in book PRML PRML 6044
61 OpenFace OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation. TadasBaltrusaitis 7049

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MDX

Name Description Author Stars
1 Prompt-Engineering-Guide 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering dair-ai 52535
2 openai-cookbook Examples and guides for using the OpenAI API openai 61202
3 deep-rl-class This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course. huggingface 3977
4 docs nikitavoloboev 4840

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Makefile

Name Description Author Stars
1 developer developer roadmap. use growth https://github.com/phodal/growth replace this phodal 1713

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Markdown

Name Description Author Stars
1 lambda-the-terraform-way AWS Lambda using Terraform., an Introductory Cookbook nsriram 1258
2 awesome-youtubers An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more. JoseDeFreitas 6162
3 fucking-algorithm 刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why. labuladong 126538
4 tldr 📚 Collaborative cheatsheets for console commands tldr-pages 53071
5 build-your-own-x Master programming by recreating your favorite technologies from scratch. codecrafters-io 326200
6 linux-command Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux jaywcjlove 32643

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Matlab

Name Description Author Stars
1 MuTE montaltoalessandro 10
2 Histogram_of_Color_Advancements A Comparison for Performance of Different Variations of Histogram of Colors and Corresponding Distance Measure meshgi 16
3 bean-matlab-toolkit Gordon Bean's Bag o' Tricks for MATLAB brazilbean 3
4 simiam A MATLAB-based educational bridge between theory and practice in robotics. jdelacroix 103
5 deep-photo-styletransfer Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 luanfujun 9987

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Meson

Name Description Author Stars
1 frida Clone this repo to build Frida frida 16716

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NSIS

Name Description Author Stars
1 gow Unix command line utilities installer for Windows. bmatzelle 6582

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Nextflow

Name Description Author Stars
1 nf-neuro scilus 5

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Nim

Name Description Author Stars
1 OffensiveNim My experiments in weaponizing Nim (https://nim-lang.org/) byt3bl33d3r 2874
2 Arraymancer A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends mratsim 1343
3 torrentinim A very low memory-footprint, self hosted API-only torrent search engine. Sonarr + Radarr Compatible, native support for Linux, Mac and Windows. sergiotapia 790

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Nunjucks

Name Description Author Stars
1 genders.wtf ineffyble 75

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OCaml

Name Description Author Stars
1 semgrep Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. semgrep 10902
2 pyre-check Performant type-checking for python. facebook 6898
3 coq Coq is a formal proof management system. It provides a formal language to write mathematical definitions, executable algorithms and theorems together with an environment for semi-interactive development of machine-checked proofs. coq 4903

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OpenQASM

Name Description Author Stars
1 pyzx Python library for quantum circuit rewriting and optimisation using the ZX-calculus zxcalc 396
2 qiskit-metapackage Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules. Qiskit 3039

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OpenSCAD

Name Description Author Stars
1 BOSL2 The Belfry OpenScad Library, v2.0. An OpenSCAD library of shapes, masks, and manipulators to make working with OpenSCAD easier. BETA BelfrySCAD 1094
2 NopSCADlib Library of parts modelled in OpenSCAD and a framework for making projects nophead 1264
3 dactyl-keyboard Parameterized ergonomic keyboard adereth 2954

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Others

Name Description Author Stars
1 awesome-second-order-optimization riverstone496 25
2 awesome-multi-omics List of software packages for multi-omics analysis mikelove 751
3 awesome-single-cell Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc. seandavi 3278
4 awesome_spatial_omics tools and notes for spatial omics crazyhottommy 258
5 SuperPrompt SuperPrompt is an attempt to engineer prompts that might help us understand AI agents. NeoVertex1 5730
6 alignment_macaque-human cross-species alignment (joint-embedding between human and macaque) TingsterX 26
7 Resources Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz GeostatsGuy 375
8 awesome-webdav A curated list of awesome apps that support WebDAV and tools related to it. fstanis 336
9 how_to_create_a_protein A short course on proteins and protein design aimed at early career students universvm 147
10 LLM101n LLM101n: Let's build a Storyteller karpathy 31044
11 awesome-information-geometry About A collection of AWESOME things about information geometry Topics nocotan 151
12 hoeffdings_d_explainer A Detailed Introduction to My Favorite Statistical Measure, Hoeffding's D Dicklesworthstone 97
13 gpu-optimization-workshop Slides, notes, and materials for the workshop mlops-discord 309
14 awesome-cloudflare ⛅️ 精选的 Cloudflare 工具、开源项目、指南、博客和其他资源列表。/ ⛅️ A curated list of Cloudflare tools, open source projects, guides, blogs and other resources. zhuima 9953
15 awesome-open-geoscience Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome softwareunderground 1506
16 Brain-and-Cognition-Papers-with-Code 🎉🎨 Papers, Code, Datasets for Neuroscience and Cognition Science WangJingyao07 64
17 Awesome-Geospatial Long list of geospatial tools and resources sacridini 4270
18 gpt-stats Stats for Custom Chat GPTs not created by OpenAI 1mrat 393
19 TheArtofHPC_pdfs All pdfs of Victor Eijkhout's Art of HPC books and courses VictorEijkhout 565
20 rot Secure Secrets Management for the Modern Sysadmin candiddev 502
21 chatgpt-prompts-for-academic-writing This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans. ahmetbersoz 3517
22 GPTs leaked prompts of GPTs linexjlin 29119
23 TSFpaper This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model. ddz16 2262
24 Awesome-GPT-Agents A curated list of GPT agents for cybersecurity fr0gger 5803
25 multiversity Meta project related to the YouTube channel https://www.youtube.com/channel/UCRS1AaHawQklALPHwfAlBCQ/ thewhitetulip 107
26 Plangothic_Project 基于思源黑体,并以中国大陆字形为标准的对中日韩越统一表意文字扩展区进行字形补充的项目。 Fitzgerald-Porthmouth-Koenigsegg 446
27 awesome-optimization A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software. ebrahimpichka 354
28 DreamBerd perfect programming language TodePond 11739
29 fmriprep_qa_guide Rough draft of a guide for reviewing fmriprep's QA outputs transatlantic-comppsych 25
30 system-design-101 Explain complex systems using visuals and simple terms. Help you prepare for system design interviews. ByteByteGoHq 67577
31 awesome-iiif Awesome IIIF-related resources IIIF 491
32 ukbiobank-resources A curated list for preprocessing, cleaning, mapping and analyzing UK Biobank data. spiros 45
33 ML-Papers-Explained Explanation to key concepts in ML dair-ai 7406
34 linux-network-performance-parameters Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺 leandromoreira 5513
35 awesome-ai-brain-computer-interface Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces. atonkamanda 80
36 nevermind Brand-new font designed by Xmind xmindltd 167
37 zkp_tech 零知识证明 blockchainGuide 19
38 intel-one-mono Intel One Mono font repository intel 9493
39 ziglings Learn the Zig programming language by fixing tiny broken programs. ratfactor 4371
40 tuning_playbook_zh_cn 一本系统地教你将深度学习模型的性能最大化的战术手册。 schrodingercatss 2698
41 probe OONI Probe network measurement tool for detecting internet censorship ooni 776
42 prompt-engineering Tips and tricks for working with Large Language Models like OpenAI's GPT-4. brexhq 8577
43 awesome-sysadmin A curated list of amazingly awesome open-source sysadmin resources. awesome-foss 26336
44 specialized-toolboxes Repository containing lists of specialized toolboxes to extract/analyze specific features of electrophysiological data (e.g. aperiodic features, waveform shape) eeg-ugent 6
45 awesome-chatgpt-prompts-zh ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。 PlexPt 53870
46 awesome-graph-ood Papers about out-of-distribution generalization on graphs. THUMNLab 163
47 tuning_playbook A playbook for systematically maximizing the performance of deep learning models. google-research 27855
48 awesome-intelligence A collaboratively curated list of awesome Open-Source Intelligence (OSINT) Resources ARPSyndicate 2000
49 Time-Series-Works-Conferences Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.) lixus7 851
50 academics-on-mastodon A list of various lists consisting of academics on Mastodon nathanlesage 929
51 ggplot_adventcalendaR A 25-day advent calendaR providing an introduction to ggplot2! kiirsti 52
52 annotated_research_papers This repo contains annotated research papers that I found really good and useful AakashKumarNain 2710
53 NeuroAI NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab. shlizee 51
54 awesome-self-supervised-learning-in-medical-imaging This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field SaeedShurrab 143
55 awesome-preclinical-diffusion-mri Diffusion-MRI 16
56 SimpleTidy_GeneCoEx A simple gene co-expression analyses workflow powered by tidyverse and graph analyses cxli233 196
57 Diffusion-Models-Papers-Survey-Taxonomy Diffusion model papers, survey, and taxonomy YangLing0818 3068
58 English-Writing Enhance Your English Writing for Science Research 写论文英语素材 yzy1996 1115
59 awesome-neural-geometry A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond neurreps 943
60 traefik-examples docker-compose configurations examples for traefik frigi83 329
61 SS-SSR-V2ray 机场推荐与机场评测ssr/v2ray2023 hwanz 3815
62 awesome-self-supervised-learning-for-graphs A curated list for awesome self-supervised learning for graphs. SXKDZ 380
63 ostep-translations Various translations of OSTEP can be found here. Help the cause and contribute! remzi-arpacidusseau 2787
64 exploring-AI-optimization Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀 nebuly-ai 113
65 Functional-Programming-For-The-Rest-of-Us-Cn 文章《Functional Programming For The Rest of Us》的中文翻译 justinyhuang 1805
66 null_models_net_neurosci Null models in network neuroscience frantisekvasa 25
67 ABCDresources Collection of resources related to the Adolescent Brain and Cognitive Development (ABCD) Study PennLINC 2
68 Neuroscience_Podcasts complexbrains 15
69 Transformers-Recipe 🧠 A study guide to learn about Transformers dair-ai 1549
70 awesome-scientific-writing ⌨️ A curated list of awesome tools, demos and resources to go beyond LaTeX writing-resources 779
71 awesome-flipperzero 🐬 A collection of awesome resources for the Flipper Zero device. djsime1 19630
72 backdoor-learning-resources A list of backdoor learning resources THUYimingLi 1079
73 riddikulus-shanghai-2022 上海2022封城实录 R-r-riddikulus 288
74 Reviews_Reading_Group Memory & Perception Reviews Reading Group (RRG) ZitongLu1996 20
75 awesome-immigration An Awesome list of long-term visas AwesomeVisa 1401
76 Bash-Oneliner A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance. onceupon 10374
77 polyaxon MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle polyaxon 3591
78 TemporalPointProcessPapers Paper lists for Temporal Point Process yangalan123 105
79 awesome-graph-self-supervised-learning-based-recommendation A curated list of awesome graph & self-supervised-learning-based recommendation. juyongjiang 48
80 Paper-Writing-Tips MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips MLNLP-World 3723
81 Zhudou-Sans 煮豆黑体,Noto 风格中日韩标点符号字体。A font family for CJK symbols and punctuation, derived from Noto Sans. Buernia 891
82 neuromodulation_modalities Every way to change your mind mwcvitkovic 40
83 xit A plain-text file format for todos and check lists jotaen 1059
84 Google-Chinese-Results-Blocklist 我终于能用谷歌搜中文了…… cobaltdisco 7478
85 Frustration-One-Year-With-R An extremely long review of R. ReeceGoding 624
86 awesome-tunneling List of ngrok/Cloudflare Tunnel alternatives and other tunneling software and services. Focus on self-hosting. anderspitman 16315
87 hctsaTutorial_BonnEEG hctsa tutorial using the five-class Bonn EEG dataset benfulcher 27
88 rob501 Mathematics for Robotics michiganrobotics 1652
89 mlops-platforms Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow... thoughtworks 389
90 Network-segmentation-cheat-sheet Best practices for segmentation of the corporate network of any company sergiomarotco 3318
91 the_cyber_plumbers_handbook Free copy of The Cyber Plumber's Handbook - The definitive guide to Secure Shell (SSH) tunneling, port redirection, and bending traffic like a boss. opsdisk 2619
92 nostr a truly censorship-resistant alternative to Twitter that has a chance of working nostr-protocol 10358
93 best_AI_papers_2021 A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code. louisfb01 2906
94 intuitive-advanced-cryptography Intuitive Advanced Cryptography cryptosubtlety 431
95 PBR-White-Paper ⚡️基于物理的渲染(PBR)白皮书 | White Paper of Physically Based Rendering(PBR) QianMo 1867
96 Awesome-Federated-Learning-on-Graph-and-GNN-papers Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN. huweibo 326
97 awesome-graph-explainability-papers Papers about explainability of GNNs flyingdoog 681
98 awesome-reservoir-computing Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN). reservoirpy 45
99 top-github-users Check your ranking in GitHub! Don't forget to star ⭐ this repository. gayanvoice 4039
100 simple-awk Simple and practical guide to awk. adrianlarion 232
101 useful-sed Useful sed scripts & patterns. adrianlarion 3556
102 Fuzzing101 An step by step fuzzing tutorial. A GitHub Security Lab initiative antonio-morales 3314
103 cmu-10721-philosophy-machine-intelligence Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence". acmi-lab 260
104 RL-Reading-Group Reading papers, bit by bit. ZIYU-DEEP 6
105 awesome-userscripts 📖 A curated list of Awesome Userscripts. awesome-scripts 2072
106 profanity The world's largest profanity list. surge-ai 212
107 paper-reading 深度学习经典、新论文逐段精读 mli 27863
108 Perspective_Julia_for_Biologists Online material for the Perspective: "Julia for Biologists" presented at JuliaCon 2021: https://www.youtube.com/watch?v=gRj7E5kYG1I ElisabethRoesch 97
109 NormalizationSurvey This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application huangleiBuaa 84
110 awesome-bayesian-statistics A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics. aayushmalik 112
111 online_neuroimaging_resources a laundry list of resources for MRI, fMRI, EEG, MEG... Remi-Gau 32
112 Helpful-tips Voldemort108X 6
113 GNNs-in-Network-Neuroscience A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020. basiralab 221
114 awesome-docker 🐳 A curated list of Docker resources and projects veggiemonk 31022
115 awesome-shell A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php. alebcay 33569
116 Awesome-Information-Bottleneck This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby. ZIYU-DEEP 336
117 effective-go-zh-en 《Effective Go》中英双语版 bingohuang 2259
118 big-neuro-ideas An ongoing journal club for the study of big ideas in neuro patrickmineault 32
119 Polar-Bear-Cnc-Machine A multipurpose, 2 linear, 1 rotary axis cnc machine concept kadirilkimen 411
120 books "我的阅历" yuanliangding 2224
121 awesome-pbr A comprehensive collection of Physically Based Rendering resources. neil3d 103
122 awesome-tips jbhuang0604 3546
123 PronouncingNamesForEnglishSpeakers A practical guide to how to pronounce non-English names for English speakers SteveMCarroll 486
124 Lyricify-App Lyricify (/lɪ'rɪsəfaɪ/), a fantastic app to provide scroll lyrics for Spotify and other apps. 一款为 Spotify 等各种应用提供滚动歌词的软件。 WXRIW 4948
125 CCN_Association 认知计算神经联盟 讨论会 XBTinChina 54
126 awesome-explainable-graph-reasoning A collection of research papers and software related to explainability in graph machine learning. AstraZeneca 1954
127 CSSReview This repository contains the paperlist of CSS. thunlp 26
128 promise-fun Promise packages, patterns, chat, and tutorials sindresorhus 4826
129 ddia-references Literature references for “Designing Data-Intensive Applications” ept 6099
130 Shortest-LeetCode-Python-Solutions Leet Code 刷题笔记 - - 不求最快最省,但求最短最优雅,Shorter is better here. cy69855522 1129
131 modern-unix A collection of modern/faster/saner alternatives to common unix commands. ibraheemdev 31432
132 Applied-Deep-Learning Applied Deep Learning Course maziarraissi 3281
133 orthopy 📐 Orthogonal polynomials in all shapes and sizes. sigma-py 183
134 awesome-jax JAX - A curated list of resources https://github.com/google/jax n2cholas 1664
135 Awesome-Bioinformatics A curated list of awesome Bioinformatics libraries and software. danielecook 3264
136 rose-pine-matplotlib All natural pine, faux fur and a bit of soho vibes for the classy minimalist h4pZ 315
137 Python-for-Scientists A list of recommended Python libraries, and resources, intended for scientific Python users. TomNicholas 300
138 trackerslist Updated list of public BitTorrent trackers ngosang 48260
139 TrackersListCollection 🎈 Updated daily! A list of popular BitTorrent Trackers! / 每天更新!全网热门 BT Tracker 列表! XIU2 26807
140 HCP-snippets Simple and brief walkthroughs to help grad students/new users complete basic tasks with workbench command and common HCP pipeline output files. iamdamion 16
141 awesome-contrastive-self-supervised-learning A comprehensive list of awesome contrastive self-supervised learning papers. asheeshcric 1242
142 Awesome-Best-Papers Collect awesome best papers from top AI conferences. familyld 463
143 Social-Knowledge-Graph-Papers A paper list of research about social knowledge graph jxh4945777 63
144 dynamic-graph-papers Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph Cantoria 433
145 looper A resource list for causality in statistics, data science and physics msuzen 258
146 OpenCourseCatalog Bilibili 公开课目录 elder-frog 4859
147 awesome-jupyterlab-extension 😎 A curated list of awesome Jupyterlab extension projects. 🌠 Detailed introduction with images. Yogayu 259
148 zine-machine A compact 3D-printed block printing press gestalte-design 183
149 lizhi 李志所有歌曲下载地址 Li Zhi all songs download address PetalsOnaWet 2996
150 category-theory-resources Resources for learning Category Theory for an enthusiast prathyvsh 612
151 leetcode-algorithm 分类整理leetcode算法题解,代码语言采用c++与python实现 lxztju 384
152 one-python-craftsman 来自一位 Pythonista 的编程经验分享,内容涵盖编码技巧、最佳实践与思维模式等方面。 piglei 6911
153 spatiotemporal_datasets Spatiotemporal datasets collected for network science, deep learning and general machine learning research. benedekrozemberczki 59
154 Learn-Vim Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖 iggredible 14008
155 awesome-equivariant-network Paper list for equivariant neural network Chen-Cai-OSU 1014
156 data-engineer-roadmap Roadmap to becoming a data engineer in 2021 datastacktv 12476
157 best-of-jupyter 🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly. ml-tooling 989
158 best-of-python 🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly. ml-tooling 3777
159 best-of-web-python 🏆 A ranked list of awesome python libraries for web development. Updated weekly. ml-tooling 2413
160 best-of-ml-python 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. ml-tooling 18773
161 sarcasticHN traghav 4
162 project-based-learning Curated list of project-based tutorials practical-tutorials 213226
163 Projects-from-Scratch Read and do projects. AlgoryL 1631
164 BayesianDeepLearning-Survey Bayesian Deep Learning: A Survey js05212 508
165 ml-visuals 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing. dair-ai 14083
166 Best_AI_paper_2020 A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code louisfb01 2231
167 awesome-wsl Awesome list dedicated to Windows Subsystem for Linux sirredbeard 5642
168 Zero-to-Emacs-and-Org-roam Step by step guide from zero to installing and setting up Emacs and Org-roam on Windows 10 nobiot 634
169 awesome-codepoints Awesome Code Points Codepoints 762
170 collection Collection of Hyperdimensional Computing Projects HyperdimensionalComputing 335
171 awesome-image-registration image registration related books, papers, videos, and toolboxes Awesome-Image-Registration-Organization 1319
172 Machine-Learning-Session shuhuai007 5126
173 ABigSurvey A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). NiuTrans 1995
174 applied-ml 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. eugeneyan 27548
175 Big-Ass-Data-Broker-Opt-Out-List yaelwrites 4554
176 ml-surveys 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. eugeneyan 2836
177 awesome-concepts Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases lukasz-madon 499
178 GNN-algorithms 图神经网络相关算法详述及实现 wangyouze 844
179 ml-engineer-roadmap WIP: Roadmap to becoming a machine learning engineer in 2020 chris-chris 2133
180 lowlevelprogramming-university How to be low-level programmer gurugio 11086
181 BNN-ANN-papers Papers : Biological and Artificial Neural Networks takyamamoto 72
182 Multitask-Learning Awesome Multitask Learning Resources mbs0221-mlsys 654
183 awesome-workflow-engines A curated list of awesome open source workflow engines meirwah 6628
184 formal-systems-in-biology Application of formal systems to model biological systems prathyvsh 471
185 AdvancedML Reading list for the Advanced Machine Learning Course sjhwang82 368
186 PyTorchTricks Some tricks of pytorch... ⭐ lartpang 1177
187 awesome-IntelliJ-IDEA 收集一些 Intellij IDEA 的一些技巧 xiaoxiunique 3218
188 Baidu-XunleiVIP 百度网盘超级会员,迅雷会员、爱奇艺会员账号每日分享,还有优酷,腾讯,芒果等VIP。AND。百度网盘(百度云)不限速工具分享。 VIP-Share 2770
189 EffectivePyTorch PyTorch tutorials and best practices. vahidk 1670
190 cpp17_in_TTs Descriptions of C++17 features, presented mostly in "Tony Tables" (hey, the name wasn't my idea) tvaneerd 1203
191 introRL Intro to Reinforcement Learning (强化学习纲要) zhoubolei 3281
192 awesome-catalyst-list catalyst-team 54
193 research-advice-list A compilation of research advice. TheShadow29 216
194 SQL-exercise Practice with "Real" SQL Problems XD-DENG 1356
195 awesome-pipeline A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin pditommaso 6242
196 AI_Curriculum Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley. Machine-Learning-Tokyo 2537
197 paperd.ink ESP32 based E-paper display. paperdink 240
198 ATLASstylempl Plot with matplotlib using ATLAS style kratsg 12
199 EliteQuant A list of online resources for quantitative modeling, trading, portfolio management EliteQuant 3088
200 Tips-of-Feature-engineering A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering! Pysamlam 673
201 Awesome-Paper-List A curated list of repositories in which many NLP/CV/ML papers and related area resources are collected. Doragd 183
202 Traefik-v2-examples Traefik v2 guide by examples DoTheEvo 629
203 awesome-hyper 🖥 Delightful Hyper plugins, themes, and resources bnb 10757
204 awesome-desktop-js 🖥️ A list of awesome packages and frameworks for implementing javascript applications on the desktop styfle 817
205 backendlore How I write backends fpereiro 5141
206 papers_we_read Summaries for exciting works in the field of Deep Learning. vlgiitr 346
207 pytorch_tricks some tircks for PyTorch demuxin 579
208 reverse-proxy-confs These confs are pulled into our SWAG image: https://github.com/linuxserver/docker-swag linuxserver 1416
209 DL_Topics List of DL topics and resources essential for cracking interviews vlgiitr 445
210 awesome-python-data-science Probably the best curated list of data science software in Python. krzjoa 2672
211 graph-adversarial-learning-literature A curated list of adversarial attacks and defenses papers on graph-structured data. safe-graph 838
212 awesome-self-supervised-learning A curated list of awesome self-supervised methods jason718 6205
213 awesome-multimodal-ml Reading list for research topics in multimodal machine learning pliang279 6214
214 DeepRL Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone NeuronDance 2415
215 The-Open-Book joeycastillo 7577
216 IntelliJ-IDEA-Tutorial IntelliJ IDEA 简体中文专题教程 judasn 21941
217 PLMpapers Must-read Papers on pre-trained language models. thunlp 3336
218 HIN-Datasets-for-Recommendation-and-Network-Embedding Heterogeneous Information Network Datasets for Recommendation and Network Embedding librahu 338
219 Awesome-Learning-with-Label-Noise A curated list of resources for Learning with Noisy Labels subeeshvasu 2651
220 XAI-papers anguyen8 569
221 bypass-paywalls-firefox Bypass Paywalls for Firefox iamadamdev 3370
222 transformer A collection of resources to study Transformers in depth. sannykim 520
223 awesome-deepbio A curated list of awesome deep learning applications in the field of computational biology gokceneraslan 1898
224 awesome-actions A curated list of awesome actions to use on GitHub sdras 25521
225 raymarching-workshop An Introduction to Raymarching electricsquare 969
226 awesome-shodan-queries 🔍 A collection of interesting, funny, and depressing search queries to plug into shodan.io 👩‍💻 jakejarvis 6044
227 Computer-Vision-Leaderboard Comparison of famous convolutional neural network models kobiso 321
228 design-patterns-for-humans-cn 设计模式超简单的解释 - An ultra-simplified explanation to design patterns guanguans 3425
229 CNN-Visualization CNN可视化、理解CNN scutan90 677
230 OpenHAK_Hardware Opensource Health Activity Kit Hardware files OpenHAK 42
231 pyMOU Light package for connectivity estimation of the multivariate Ornstein-Uhlenbeck process (MOU). THE PACKAGE HAS BEEN MOVED TO https://github.com/mb-BCA/pyMOU MatthieuGilson 6
232 DL-neuro_Papers Collection of resources dealing with convergence of DL and neuro arnaghosh 36
233 brain-networks-across-the-web list of brain networks ready to be downloaded for your brainhacking pleasure faskowit 71
234 LiteratureDL4Graph A comprehensive collection of recent papers on graph deep learning DeepGraphLearning 3075
235 templateflow The TemplateFlow Archive - A DataLad super-dataset templateflow 75
236 nlp-competitions-list-review 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中! zhpmatrix 2700
237 awesome-cognitive-science-and-deep-learning A curated list of resources dedicated to bridge between Cognitive Science and Deep Learning robi56 71
238 OpenScienceRoom2019 Schedule and resources from the OHBM Open Science Room: Rome 2019 ohbm 16
239 neurolab-hardware Neurolab Hardware fossasia 1549
240 open-computational-neuroscience-resources A publicly-editable collection of open computational neuroscience resources asoplata 577
241 ros2 The Robot Operating System, is a meta operating system for robots. ros2 3788
242 weekly For community discussion on the weekly topics, please click here https://github.com/data-com/discussions data-com 65
243 single_file_libs List of single-file C/C++ libraries, with emphasis on clause-less licenses. r-lyeh 9107
244 awesome-javascript-learning A tiny list limited to the best JavaScript Learning Resources micromata 5399
245 awesome-quantum-software Curated list of open-source quantum software projects. qosf 1541
246 awesome-capsule-networks A curated list of awesome resources related to capsule networks sekwiatkowski 975
247 pumpkin-book 《机器学习》(西瓜书)公式详解 datawhalechina 24308
248 pwc This repository is no longer maintained. zziz 15403
249 neuro-graph simplified graph theory for brain network analysis and visualization mrstepanovic 6
250 Representation-Learning-on-Heterogeneous-Graph Representation-Learning-on-Heterogeneous-Graph Jhy1993 439
251 Deep-Tutorials-for-PyTorch In-depth tutorials for implementing deep learning models on your own with PyTorch. sgrvinod 1526
252 awesome-quantum-ml Curated list of awesome papers and resources in quantum machine learning artix41 375
253 awesome-emacs A community driven list of useful Emacs packages, libraries and other items. emacs-tw 8672
254 how-to-learn-robotics 开源机器人学学习指南 qqfly 1506
255 deeplearning-biology A list of deep learning implementations in biology hussius 2035
256 Awesome-pytorch-list A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. bharathgs 15594
257 dynamic-KG Dynamic (Temporal) Knowledge Graph Completion (Reasoning) woojeongjin 588
258 NDL_MNI Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute arnaghosh 17
259 hacker-news-undocumented Some of the hidden norms about Hacker News not otherwise covered in the Guidelines and the FAQ. minimaxir 3641
260 Matrix-Calculus-Tutorial Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导教程 LynnHo 268
261 VPS-Recommendation 列舉出靠譜、實惠、優秀的VPS供應商,歡迎留言完善 Captain-Alan 419
262 spatio-temporal-paper-list Spatio-temporal modeling 论文列表(主要是graph convolution相关) Eilene 525
263 Graph-Neural-Network-Review talorwu 439
264 MathsDL-spring19 Mathematics of Deep Learning, Courant Insititute, Spring 19 joanbruna 273
265 AAI-site NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science brendenlake 131
266 DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind enggen 825
267 graph-based-nn Graph Convolutional Networks (GCNs) sungyongs 912
268 Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress Papers on Graph neural network(GNN) jdlc105 758
269 Awesome-Graph-Neural-Networks Paper Lists for Graph Neural Networks TrustAGI-Lab 2233
270 AlphaTree-graphic-deep-neural-network AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱 weslynn 2808
271 GNNPapers Must-read papers on graph neural networks (GNN) thunlp 16184
272 model-based-papers My reading list for model-based control danfeiX 150
273 the-book-of-secret-knowledge A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more. trimstray 155433
274 How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks Growing the code out of your notebooks - the right way. guillaume-chevalier 527
275 awesome-deepneuroimage A curated list of awesome deep learning applications in the field of neurological image analysis alxndrkalinin 151
276 multiBrain A list of brain imaging datasets with multiple scans per subject. Feel free to update the list via 'pull requests'! Conxz 92
277 daizhigev20 殆知阁古代文献 garychowcmu 1323
278 Data-Competition-TopSolution Data competition Top Solution 数据竞赛top解决方案开源整理 Smilexuhc 3361
279 ThreatHunting An informational repo about hunting for adversaries in your IT environment. ThreatHuntingProject 1735
280 growing-up 程序猿成长计划 mylxsw 2306
281 best-of-jupyter Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost NirantK 421
282 Graph-Reading-Group Weekly reading group on Graphs at Mila shagunsodhani 280
283 awesome-network-embedding A curated list of network embedding techniques. chihming 2598
284 replacing-bash-scripting-with-python Guide on using using python for administrative scripting ninjaaron 1065
285 spellbook-of-modern-webdev A Big Picture, Thesaurus, and Taxonomy of Modern JavaScript Web Development dexteryy 17277
286 awesome-AutoHotkey A curated list of awesome AutoHotkey libraries, library distributions, scripts, tools and resources. ahkscript 2705
287 cloud-gpus This repository contains information about Cloud GPU offerings for Machine Learning practitioners. binga 462
288 awesome-functional-python A curated list of awesome things related to functional programming in Python. sfermigier 2350
289 entanglion The world's first open source quantum computing board game Entanglion 453
290 awesome-quantum-computing A curated list of awesome quantum computing learning and developing resources. desireevl 2658
291 architect-awesome 后端架构师技术图谱 xingshaocheng 59971
292 ways-of-working Ways of Working (WoW) with team principles, values, tenets, ground rules, aspirations, norms, working agreements, shared expectations, and group understandings joelparkerhenderson 663
293 elements-of-python-style Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python. amontalenti 3471
294 greyhame-2017 知识星球"灰袍技能" 2017 精华 ChrisLinn 795
295 spiking-neuron-models computational neuroscience reading notes neuronstar 79
296 awesome-research 🌱 a curated list of tools to help you with your research/life; I built a front end around this repo, please use the link below [This repo is deprecated. Instead, I maintain all the contents using the following website] emptymalei 2216
297 awesome-ipsum A curated list of awesome lorem ipsum generators. templeman 539
298 chinese-copywriting-guidelines Chinese copywriting guidelines for better written communication/中文文案排版指北 sparanoid 14437
299 awesome-podcasts Collection of awesome podcasts rShetty 12386
300 awesome-writing An awesome list of information to help developers write better, kinder, more helpful documentation and learning materials jenniferlynparsons 669
301 the-incredible-pytorch The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. ritchieng 11640
302 tensorlayer-tricks How to use TensorLayer wagamamaz 345
303 book 学习笔记 qyuhen 12533
304 blog gamedev blog a327ex 3282
305 python3_with_pleasure A short guide on features of Python 3 with examples arogozhnikov 3623
306 exercism Crowd-sourced code mentorship. Practice having thoughtful conversations about code. exercism 7390
307 awesome-cold-showers For when people get too hyped up about things hwayne 7283
308 microservices Microservices from Design to Deployment 中文版 《微服务:从设计到部署》 DocsHome 5156
309 math-as-code a cheat-sheet for mathematical notation in code form Experience-Monks 15265
310 CTF-pwn-tips Here record some tips about pwn. Something is obsoleted and won't be updated. Sorry about that. Naetw 1747
311 pycrumbs Bits and bytes of Python from the Internet kirang89 3222
312 awesome-python A curated list of awesome Python frameworks, libraries and software. uhub 1136
313 understanding-math Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation. nbro 1088
314 gold-miner 🥇掘金翻译计划,可能是世界最大最好的英译中技术社区,最懂读者和译者的翻译平台: xitu 33879
315 reverse-engineering List of awesome reverse engineering resources wtsxDev 9074
316 git-flight-rules Flight rules for git k88hudson 41973
317 awesome-falsehood 😱 Falsehoods Programmers Believe in kdeldycke 25119
318 state-of-the-art-result-for-machine-learning-problems This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately. RedditSota 8945
319 awesome-linux 🐧 A list of awesome projects and resources that make Linux even more awesome. 🐧 inputsh 4395
320 Front-End-Checklist 🗂 The perfect Front-End Checklist for modern websites and meticulous developers thedaviddias 69384
321 Awesome-Hacking-Resources A collection of hacking / penetration testing resources to make you better! vitalysim 15546
322 open_source_team 国内顶尖团队的开源地址 niezhiyang 3780
323 bettercap DEPRECATED, bettercap developement moved here: https://github.com/bettercap/bettercap evilsocket 2500
324 awesome-coins ₿ A guide (for humans!) to cryto-currencies and their algos. Zheaoli 3918
325 every-programmer-should-know A collection of (mostly) technical things every software developer should know about mtdvio 85872
326 genwan-font A free font family derived from Source Han Serif. ButTaiwan 604
327 genryu-font A free font family derived from Source Han Serif. ButTaiwan 613
328 genyo-font Free font derived from Source Han Serif ButTaiwan 738
329 Amazing-Windows-Apps 📗Introduce you amazing Windows apps🕶READ ONLINE 👉 AmazingApps 1163
330 Probable-Wordlists Version 2 is live! Wordlists sorted by probability originally created for password generation and testing - make sure your passwords aren't popular! berzerk0 8780
331 wifi-cracking Crack WPA/WPA2 Wi-Fi Routers with Airodump-ng and Aircrack-ng/Hashcat brannondorsey 11548
332 learn-regex Learn regex the easy way ziishaned 45827
333 EffectiveTensorflow TensorFlow tutorials and best practices. vahidk 8620
334 Best-websites-a-programmer-should-visit 🔗 Some useful websites for programmers. sdmg15 64759
335 API-Security-Checklist Checklist of the most important security countermeasures when designing, testing, and releasing your API shieldfy 22585
336 cheatsheets-ai Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 kailashahirwar 15147
337 awesome-neuroscience A curated list of awesome neuroscience libraries, software and any content related to the domain. analyticalmonk 1349
338 MachineLearning Machine learning resources allmachinelearning 3494
339 Delving-deep-into-GANs Generative Adversarial Networks (GANs) resources sorted by citations GKalliatakis 855
340 Awesome 💻 🎉 An awesome & curated list of best applications and tools for Windows. Awesome-Windows 28609
341 tensorflow-tutorial TensorFlow and Deep Learning Tutorials wagamamaz 734
342 awesome-talks Awesome online talks and screencasts JanVanRyswyck 6112
343 awesome-algorithms A curated list of awesome places to learn and/or practice algorithms. tayllan 21464
344 design-patterns-for-humans An ultra-simplified explanation to design patterns kamranahmedse 45792
345 fp-jargon-zh 函数式编程术语及示例。本项目译自 https://github.com/hemanth/functional-programming-jargon shfshanyue 1282
346 awesome-functional-programming Yet another resource for collecting articles, videos etc. regarding functional programming xgrommx 3470
347 Awesome-Hacking A collection of various awesome lists for hackers, pentesters and security researchers Hack-with-Github 87837
348 You-Dont-Know-JS A book series on JavaScript. @YDKJS on twitter. getify 180692
349 Become-A-Full-Stack-Web-Developer Free resources for learning Full Stack Web Development bmorelli25 17392
350 bash-guide A guide to learn bash Idnan 11921
351 ai-resources Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning memo 625
352 awesome-computer-vision A curated list of awesome computer vision resources jbhuang0604 21235
353 awesome_3DReconstruction_list A curated list of papers & resources linked to 3D reconstruction from images. openMVG 4195
354 Neural-Networks-on-Silicon This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture. fengbintu 1894
355 lectures Oxford Deep NLP 2017 course oxford-cs-deepnlp-2017 15700
356 keras-resources Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library fchollet 3252
357 Public-APIs 📚 A public list of APIs from round the web. n0shake 21684
358 awesome-electronics A curated list of awesome resources for Electronic Engineers and hobbyists kitspace 6140
359 awesome-javascript 🐢 A collection of awesome browser-side JavaScript libraries, resources and shiny things. sorrycc 33860
360 awesome-casestudy 📕 Curated list of technical case studies on WebGL and creative development luruke 2575
361 ganhacks starter from "How to Train a GAN?" at NIPS2016 soumith 11506
362 awesome-bits 💻 A curated list of awesome bitwise operations and tricks keon 3071
363 stack-on-a-budget A collection of services with great free tiers for developers on a budget. Sponsored by Mockoon, the best mock API tool. https://mockoon.com 255kb 12177
364 modern-cpp-features A cheatsheet of modern C++ language and library features. AnthonyCalandra 19993
365 art-of-readme 💌 Things I've learned about writing good READMEs. hackergrrl 7043
366 TheRemoteFreelancer Listing of community-curated resources to find topical remote freelance & contract work for software developers, web designers, and more! engineerapart 7288
367 games 🎮 A list of popular/awesome video games, add-ons, maps, etc. hosted on GitHub. Any genre. Any platform. Any engine. leereilly 23082
368 deeplearning-papernotes Summaries and notes on Deep Learning research papers dennybritz 4419
369 awesome-crawler A collection of awesome web crawler,spider in different languages BruceDone 6581
370 coding-interview-university A complete computer science study plan to become a software engineer. jwasham 310468
371 awesome-OpenSourcePhotography A list of awesome free open source software & libraries for photography. Also tools for video. ibaaj 560
372 awesome-okr A curated list about OKR (Objective - Key Results) domenicosolazzo 1647
373 awesome-design 🌟 Curated design resources from all over the world. gztchan 15786
374 CommAI-env A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130 facebookresearch 1328
375 awesome-selfhosted A list of Free Software network services and web applications which can be hosted on your own servers awesome-selfhosted 212503
376 awesome-deep-learning A curated list of awesome Deep Learning tutorials, projects and communities. ChristosChristofidis 24638
377 functional-programming-jargon Jargon from the functional programming world in simple terms! hemanth 18613
378 pointers-for-software-engineers A curated list of topics to start learning software engineering vicoyeh 5719
379 awesome-static-website-services 📄 🛠 A curated list of awesome static websites services agarrharr 1872
380 awesome-d3 A list of D3 libraries, plugins and utilities wbkd 5214
381 awesome-stock-resources 🌇 A collection of links for free stock photography, video and Illustration websites neutraltone 13146
382 frontend-guidelines Some HTML, CSS and JS best practices. bendc 8287
383 ToolsOfTheTrade Tools of The Trade, from Hacker News. cjbarber 16630
384 css-protips ⚡️ A collection of tips to help take your CSS skills pro 🦾 AllThingsSmitty 28616
385 Projects 📃 A list of practical projects that anyone can solve in any programming language. karan 45631
386 what-happens-when An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?" alex 40720
387 awesome-courses 📚 List of awesome university courses for learning Computer Science! prakhar1989 58569
388 computer-science 🎓 Path to a free self-taught education in Computer Science! ossu 174391
389 HEAD A simple guide to HTML <head> elements joshbuchea 30008
390 the-art-of-command-line Master the command line, in one page jlevy 154375
391 ES6-for-humans A kickstarter guide to writing ES6 metagrover 7023
392 marp The site of classic Markdown presentation writer app yhatt 7884
393 awesome-cpp A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff. fffaraz 61242
394 speech-language-processing A curated list of speech and natural language processing resources edobashira 2206
395 awesome-datascience 📝 An awesome Data Science repository to learn and apply for real world problems. academic 25524
396 awesome-dataviz 📈 A curated list of awesome data visualization libraries and resources. hal9ai 3856
397 Machine-Learning-Tutorials machine learning and deep learning tutorials, articles and other resources ujjwalkarn 15772
398 awesome-hacking A curated list of awesome Hacking tutorials, tools and resources carpedm20 13487
399 awesome 😎 Awesome lists about all kinds of interesting topics sindresorhus 342431

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PHP

Name Description Author Stars
1 AWSGoat AWSGoat : A Damn Vulnerable AWS Infrastructure ine-labs 1779
2 rss-bridge The RSS feed for websites missing it RSS-Bridge 7562
3 zotprime Full packaged on-premise Zotero platform FiligranHQ 333
4 grav Modern, Crazy Fast, Ridiculously Easy and Amazingly Powerful Flat-File CMS powered by PHP, Markdown, Twig, and Symfony getgrav 14658
5 2019-wuhan-coronavirus-data 2019 Wuhan Coronavirus data (COVID-19 / 2019-nCoV) globalcitizen 618
6 FreshRSS A free, self-hostable news aggregator… FreshRSS 10501
7 Shaarli The personal, minimalist, super-fast, database free, bookmarking service - community repo shaarli 3498
8 SecLists SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more. danielmiessler 60160
9 DVWA Damn Vulnerable Web Application (DVWA) digininja 10568

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POV-Ray SDL

Name Description Author Stars
1 pov25 Ray tracing 25 scenes in 25 days with POV-Ray susam 157

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Pascal

Name Description Author Stars
1 surf-ice GLSL surface rendering source code. Compiled versions available from NITRC. Loads 3DS, CTM, DXF, FreeSurfer, GII (GIfTI), GTS, LWO2, MS3D, MZ3, NV (BrainNetViewer), OBJ, OFF, PLY, STL, VTK. Tractography formats include BFloat, PDB, TCK, TRK, and VTK. Also NIfTI format voxelwise images. neurolabusc 107

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Perl

Name Description Author Stars
1 stow GNU Stow - mirror of savannah git repository occasionally with more bleeding-edge branches aspiers 701
2 diff-so-fancy Good-lookin' diffs. Actually… nah… The best-lookin' diffs. 🎉 so-fancy 17432
3 stixfonts OpenType Unicode fonts for Scientific, Technical, and Mathematical texts stipub 746
4 clusterflow A pipelining tool to automate and standardise bioinformatics analyses on cluster environments. ewels 97
5 EQGRP Decrypted content of eqgrp-auction-file.tar.xz x0rz 4105

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PostScript

Name Description Author Stars
1 effectsize 🐉 Compute and work with indices of effect size and standardized parameters easystats 343
2 The-Art-of-Linear-Algebra Graphic notes on Gilbert Strang's "Linear Algebra for Everyone" kenjihiranabe 18383

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PowerShell

Name Description Author Stars
1 winutil Chris Titus Tech's Windows Utility - Install Programs, Tweaks, Fixes, and Updates ChrisTitusTech 27592
2 CCStopper [Archived] Stops Adobe's pesky background apps and more 😉 t4rra 1070
3 Sophia-Script-for-Windows ⚡ The most powerful PowerShell module for fine-tuning Windows farag2 7929
4 Win10-Initial-Setup-Script PowerShell script for automation of routine tasks done after fresh installations of Windows 10 / Server 2016 / Server 2019 Disassembler0 4695
5 Scoop A command-line installer for Windows. ScoopInstaller 21596

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Prolog

Name Description Author Stars
1 open-source-rover A build-it-yourself, 6-wheel rover based on the rovers on Mars! nasa-jpl 8672

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Pug

Name Description Author Stars
1 blockchain-demo A web-based demonstration of blockchain concepts. anders94 5366

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Python

Name Description Author Stars
1 isd isd (interactive systemd) — a better way to work with systemd units isd-project 219
2 mpl-layout A tool for laying out figures with geometric constraints jon-deng 17
3 THOI THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing Laouen 11
4 exo Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚ exo-explore 18715
5 vpype The Swiss-Army-knife command-line tool for plotter vector graphics. abey79 750
6 sgkit Scalable genetics toolkit sgkit-dev 245
7 toqito |toqito> (Theory of Quantum Information Toolkit) in Python 🐍 vprusso 160
8 pyxu Modular and scalable computational imaging in Python with GPU/out-of-core computing. pyxu-org 127
9 pyproximal PyProximal – Proximal Operators and Algorithms in Python PyLops 54
10 optimagic optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more. optimagic-dev 277
11 pyfixest Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax py-econometrics 194
12 nx-parallel A networkx backend that uses joblib to run graph algorithms in parallel. networkx 44
13 viztracer A debugging and profiling tool that can trace and visualize python code execution gaogaotiantian 5875
14 docling Get your documents ready for gen AI DS4SD 18581
15 MP-spreading-prediction Official repository of the methods used to predict misfolded proteins SanoScience 6
16 FindMy.py 🍏 + 🎯 + 🐍 = Everything you need to query Apple's FindMy network! malmeloo 1869
17 celer Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc. mathurinm 211
18 pypdf A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files py-pdf 8632
19 helium Lighter web automation with Python mherrmann 7226
20 RIDDEN_tool RIDDEN command-line interface: Data-driven inference of receptor activity for cell-cell communication studies basvaat 3
21 higher-criticism-test Higher Criticism for statistical hypothesis testing alonkipnis 3
22 similarity-repository A unified Python package that standardizes existing implementations of similarity measures to faciliate comparisons across studies. nacloos 20
23 deepinv PyTorch library for solving imaging inverse problems using deep learning deepinv 361
24 cupynumeric An Aspiring Drop-In Replacement for NumPy at Scale nv-legate 819
25 NetMedPy menicgiulia 7
26 warp A Python framework for high performance GPU simulation and graphics NVIDIA 4458
27 hoi Higher-Order Interactions brainets 33
28 cuda-python CUDA Python: Performance meets Productivity NVIDIA 1046
29 mesa Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors. projectmesa 2729
30 blendify Lightweight Python framework that provides a high-level API for creating and rendering scenes with Blender. ptrvilya 794
31 pgmpy Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks. pgmpy 2801
32 pypalettes A large (+2500) collection of color maps for Python JosephBARBIERDARNAL 274
33 moderngl Modern OpenGL binding for Python moderngl 1991
34 scikit-decide AI framework for Reinforcement Learning, Automated Planning and Scheduling airbus 145
35 discrete-optimization Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers. airbus 44
36 pypop [JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially Large-Scale versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pattern search, and random search, etc.). [Citation: https://jmlr.org/papers/v25/23-0386.html (CCF-A)] Evolutionary-Intelligence 221
37 nicegui Create web-based user interfaces with Python. The nice way. zauberzeug 10548
38 MRzero-Core MRsources 30
39 tools Python package with helper tools for the nf-core community. nf-core 245
40 abseil-py Abseil Common Libraries (Python) abseil 2313
41 niftyone Large-scale neuroimaging visualization using FiftyOne childmindresearch 4
42 styx Compile Python command line tool wrappers from Boutiques descriptors childmindresearch 4
43 s3ql a full featured file system for online data storage s3ql 1136
44 moshi kyutai-labs 7165
45 depyf depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile. thuml 550
46 narwhals Lightweight and extensible compatibility layer between dataframe libraries! narwhals-dev 760
47 embetter just a bunch of useful embeddings for scikit-learn pipelines koaning 475
48 mem0 The Memory layer for your AI apps mem0ai 24007
49 torchgeo TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data microsoft 3162
50 nemos NEural MOdelS, a statistical modeling framework for neuroscience. flatironinstitute 85
51 zarr-python An implementation of chunked, compressed, N-dimensional arrays for Python. zarr-developers 1569
52 kotaemon An open-source RAG-based tool for chatting with your documents. Cinnamon 20409
53 pymacaroons A Python Macaroon Library ecordell 80
54 llm Access large language models from the command-line simonw 5583
55 bigtree Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame. kayjan 177
56 copilot-patterns This document is a compilation of best practices for AI-Native development, curated by our community. Discover useful tips and tricks for leveraging tools to improve your AI development process. yuhattor 313
57 deepmriprep Neural network-based MRI preprocessing: Prep 🧠 images in seconds 🔥 wwu-mmll 23
58 FindMyFlipper The FindMy Flipper app turns your FlipperZero into an AirTag or other tracking device, compatible with Apple AirTags and Samsung SmartTag and Tile Trackers. It uses the BLE beacon to broadcast, allowing users to clone existing tags, generate OpenHaystack key pairs for Apple's FindMy network, and customize beacon intervals and transmit power. MatthewKuKanich 1675
59 cross-species-mapper A webapp for translational exploration between humans and macaques. childmindresearch 2
60 pyvideotrans Translate the video from one language to another and add dubbing. 将视频从一种语言翻译为另一种语言,同时支持语音识别转录、语音合成、字幕翻译。 jianchang512 11534
61 langgraph Build resilient language agents as graphs. langchain-ai 8169
62 batgrl badass terminal graphics library salt-die 499
63 niwrap childmindresearch 11
64 HyperNetX Python package for hypergraph analysis and visualization. pnnl 568
65 torchsde Differentiable SDE solvers with GPU support and efficient sensitivity analysis. google-research 1597
66 neuromancer Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control. pnnl 996
67 0xtools 0x.Tools: X-Ray vision for Linux systems tanelpoder 1490
68 rapids_singlecell Rapids_singlecell: A GPU-accelerated tool for scRNA analysis. Offers seamless scverse compatibility for efficient single-cell data processing and analysis. scverse 167
69 hyve Interactive and static 3D visualisation for functional brain mapping hypercoil 6
70 hypercoil A differentiable program for mapping brain function hypercoil 5
71 mec Code for minimum-entropy coupling. ssokota 31
72 cellrank CellRank: dynamics from multi-view single-cell data theislab 356
73 msa Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA). kuffmode 17
74 WeChatMsg 提取微信聊天记录,将其导出成HTML、Word、Excel文档永久保存,对聊天记录进行分析生成年度聊天报告,用聊天数据训练专属于个人的AI聊天助手 LC044 36408
75 flox Fast & furious GroupBy operations for dask.array xarray-contrib 125
76 gallery-dl Command-line program to download image galleries and collections from several image hosting sites mikf 12484
77 skglm Fast and modular sklearn replacement for generalized linear models scikit-learn-contrib 165
78 dpnp Data Parallel Extension for NumPy IntelPython 101
79 numba-dpex Data Parallel Extension for Numba IntelPython 78
80 hazardous Competing Risks and Survival Analysis soda-inria 64
81 fairlearn A Python package to assess and improve fairness of machine learning models. fairlearn 1990
82 causallib A Python package for modular causal inference analysis and model evaluations BiomedSciAI 747
83 llm4papers KordingLab 23
84 movement Python tools for analysing body movements across space and time neuroinformatics-unit 113
85 terminaltexteffects TerminalTextEffects (TTE) is a terminal visual effects engine, application, and Python library. ChrisBuilds 2976
86 Scrapegraph-ai Python scraper based on AI ScrapeGraphAI 17251
87 nigsp NiGSP: a module for graph signal processing on neuroimaging data MIPLabCH 19
88 pyinfra pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands. pyinfra-dev 4017
89 cloudgoat CloudGoat is Rhino Security Labs' "Vulnerable by Design" AWS deployment tool RhinoSecurityLabs 3042
90 xpra Persistent remote applications for X11; screen sharing for X11, MacOS and MSWindows. Xpra-org 2106
91 manim Animation engine for explanatory math videos 3b1b 74065
92 WMHP Pipeline and algorithm to segment white matter hyperintensities in acute ischemic stroke patients mdschirmer 1
93 glmpca-py generalized principal component analysis (GLM-PCA) implemented in python willtownes 58
94 leidenalg Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python. vtraag 631
95 penzai A JAX research toolkit for building, editing, and visualizing neural networks. google-deepmind 1717
96 SSAPy A Python package allowing for fast and precise orbital modeling. LLNL 37
97 Cho2024_MEEG_RSN Scripts for the Cho et al. (2024) manuscript OHBA-analysis 6
98 skops skops is a Python library helping you share your scikit-learn based models and put them in production skops-dev 461
99 MolecularNodes Toolbox for molecular animations in Blender, powered by Geometry Nodes. BradyAJohnston 939
100 SiReNetA Stimulus-Response Network Analysis mb-BCA 4
101 posteriors Uncertainty quantification with PyTorch normal-computing 333
102 krakencoder kjamison 14
103 ComfyUI-ArtGallery Prompt Visualization | Art Gallery ZHO-ZHO-ZHO 464
104 ehrapy Electronic Health Record Analysis with Python. theislab 256
105 cookiecutter-hypermodern-python Hypermodern Python Cookiecutter cjolowicz 1836
106 aider aider is AI pair programming in your terminal Aider-AI 25066
107 open-parse Improved file parsing for LLM’s Filimoa 2643
108 pygfx Powerful and versatile visualization for Python. pygfx 554
109 umap_tsne_experiment Testing if UMAP/tSNE overfit their intrinsic dimensionality scottyler89 14
110 figures_from_pca_paper mwshinn 8
111 kitty Cross-platform, fast, feature-rich, GPU based terminal kovidgoyal 26002
112 DAPPER Data Assimilation with Python: a Package for Experimental Research nansencenter 362
113 ratarmount Access large archives as a filesystem efficiently, e.g., TAR, RAR, ZIP, GZ, BZ2, XZ, ZSTD archives mxmlnkn 967
114 buku 🔖 Personal mini-web in text jarun 6590
115 pyinterpolate Kriging | Poisson Kriging | Variogram Analysis DataverseLabs 156
116 pgx ♟️ Vectorized RL game environments in JAX sotetsuk 433
117 pycircstat Toolbox for circular statistics with Python circstat 161
118 FastUI Build better UIs faster. pydantic 8609
119 pdfminer.six Community maintained fork of pdfminer - we fathom PDF pdfminer 6138
120 hotpdf hotpdf is a fast PDF parsing library to extract text and find text within PDF documents built on top of pdfminer.six weareprestatech 182
121 pydantic-resolve provide an elegant way for data composition allmonday 219
122 neuroHarmonize Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variables with support for NIFTI images. Complements the work in Neuroimage by Pomponio et al. (2019). rpomponio 85
123 pygmtools A Python Graph Matching Toolkit. Thinklab-SJTU 320
124 NHP-BrainExtraction HumanBrainED 34
125 Factorio-SAT Enhancing the Factorio experience with SAT solvers R-O-C-K-E-T 711
126 neurovista Python package for plotting neural morphologies with PyVista CAVEconnectome 3
127 netbox The premier source of truth powering network automation. Open source under Apache 2. Try NetBox Cloud free: https://netboxlabs.com/free-netbox-cloud/ netbox-community 16692
128 IntelliScraper IntelliScraper: An advanced, intelligent web scraping tool leveraging BeautifulSoup and machine learning for efficient data extraction and analysis. herche-jane 270
129 eigenstrapping A toolbox for generating spatial null maps using geometric eigenmodes SNG-Newy 9
130 udocker A basic user tool to execute simple docker containers in batch or interactive systems without root privileges. indigo-dc 1409
131 osl-dynamics Methods for studying dynamic functional brain activity in neuroimaging data. OHBA-analysis 63
132 densvis Density-preserving data visualization tools den-SNE and densMAP hhcho 110
133 ml-engineering Machine Learning Engineering Open Book stas00 12394
134 stamox make your statistical research faster JiaYaobo 11
135 plum Multiple dispatch in Python beartype 544
136 fenbux A Simple Statistical Distribution Library in JAX JiaYaobo 16
137 pulp A python Linear Programming API coin-or 2150
138 GSTools GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more GeoStat-Framework 580
139 psst Paper-based Secret Sharing Technique Sjlver 439
140 puncia The Panthera(P.)uncia of Cybersecurity - Official CLI utility for Osprey Vision, Subdomain Center & Exploit Observer. ARPSyndicate 645
141 marimo A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git. marimo-team 9522
142 mpire A Python package for easy multiprocessing, but faster than multiprocessing sybrenjansen 2033
143 skweak skweak: A software toolkit for weak supervision applied to NLP tasks NorskRegnesentral 922
144 bayes-toolbox bayes-toolbox hyosubkim 93
145 anomalib An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference. openvinotoolkit 3983
146 CustomTkinter A modern and customizable python UI-library based on Tkinter TomSchimansky 11851
147 python-benedict 📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities. fabiocaccamo 1522
148 nougat Implementation of Nougat Neural Optical Understanding for Academic Documents facebookresearch 9156
149 tensordict TensorDict is a pytorch dedicated tensor container. pytorch 863
150 DotDict A simple Python library to make chained attributes possible. nicholasmireles 233
151 scrat Persistent Caching of Expensive Function Results javiber 31
152 pyribs A bare-bones Python library for quality diversity optimization. icaros-usc 215
153 diffrax Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/ patrick-kidger 1516
154 causalnex A Python library that helps data scientists to infer causation rather than observing correlation. mckinsey 2276
155 vizro Vizro is a low-code toolkit for building high-quality data visualization apps. mckinsey 2762
156 galactic data cleaning and curation for unstructured text taylorai 329
157 bytewax Python Stream Processing bytewax 1606
158 balance The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest. facebookresearch 691
159 pydistcheck Linter that finds portability issues in Python package distributions (wheels, sdists, conda packages). jameslamb 35
160 vllm A high-throughput and memory-efficient inference and serving engine for LLMs vllm-project 33954
161 peft 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. huggingface 17003
162 functime Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data. functime-org 1066
163 temporian Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖 google 685
164 litellm Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] BerriAI 16316
165 PeachPy x86-64 assembler embedded in Python Maratyszcza 1993
166 regtricks Tools for manipulating, combining and applying image registrations. tomfrankkirk 3
167 kingfisher ORR FY2018/19 to FY2023/24 passenger travel data projected onto the centre-line track-model anisotropi4 118
168 uBlock-Origin-dev-filter Filters to block and remove copycat-websites from DuckDuckGo, Google and other search engines. Specific to dev websites like StackOverflow or GitHub. quenhus 2290
169 pertpy Perturbation Analysis in the scverse ecosystem. scverse 148
170 sfepy Main SfePy repository sfepy 759
171 torchexplorer Interactively inspect module inputs, outputs, parameters, and gradients. spfrommer 323
172 marker Convert PDF to markdown + JSON quickly with high accuracy VikParuchuri 19382
173 scikit-fda Functional Data Analysis Python package GAA-UAM 310
174 Conditional_Density_Estimation Package implementing various parametric and nonparametric methods for conditional density estimation freelunchtheorem 190
175 curated-transformers 🤖 A PyTorch library of curated Transformer models and their composable components explosion 873
176 data_driven_network_neuroscience brainnetuoa 16
177 PyElastica Python implementation of Elastica, an open-source software for the simulation of assemblies of slender, one-dimensional structures using Cosserat Rod theory. GazzolaLab 242
178 GGLasso A Python package for General Graphical Lasso computation fabian-sp 31
179 skmediate skmediate 2
180 pytorch-frame Tabular Deep Learning Library for PyTorch pyg-team 599
181 great-tables Make awesome display tables using Python. posit-dev 2002
182 ann-benchmarks Benchmarks of approximate nearest neighbor libraries in Python erikbern 5064
183 CTF-writeups CTF writeups Bengman 28
184 s2fft Differentiable and accelerated spherical transforms with JAX astro-informatics 142
185 gget 🧬 gget enables efficient querying of genomic reference databases pachterlab 962
186 pyscisci Science of Science SciSciCollective 166
187 grandiso-networkx Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search") aplbrain 58
188 dotmotif A performant, powerful query framework to search for network motifs aplbrain 84
189 dwiqc DWI QC Pipeline harvard-nrg 2
190 Easy-Graph EasyGraph is an open-source network analysis library designed to cover advanced network processing methods. It includes functionalities for detecting structural hole spanners, network embedding, and various classic network analysis techniques. easy-graph 406
191 bids-specification Brain Imaging Data Structure (BIDS) Specification bids-standard 296
192 bmi Mutual information estimators and benchmark cbg-ethz 39
193 ml_collections ML Collections is a library of Python Collections designed for ML use cases. google 908
194 MEMD-Python- Python version of the Multivariate Empirical Mode Decomposition algorithm mariogrune 67
195 numpy-glm GL Mathematics for Numpy rougier 21
196 Fooocus Focus on prompting and generating lllyasviel 42666
197 autogen A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour microsoft 37783
198 pypipe Python pipe command line tool bugen 798
199 dspy DSPy: The framework for programming—not prompting—language models stanfordnlp 21134
200 readme-ai README file generator, powered by AI. eli64s 1728
201 orbax Orbax provides common checkpointing and persistence utilities for JAX users google 325
202 pyfuzzylite pyfuzzylite: a fuzzy logic control library in Python fuzzylite 68
203 gpt4free The official gpt4free repository | various collection of powerful language models xtekky 63112
204 abcc_datapre demidenm 5
205 optimistix Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/ patrick-kidger 366
206 colorcet A set of useful perceptually uniform colormaps for plotting scientific data holoviz 696
207 sequential_social_dilemma_games Repo for reproduction of sequential social dilemmas eugenevinitsky 392
208 topcorr shazzzm 16
209 giga_connectome generate connectome from fMRIPrep outputs bids-apps 4
210 deit Official DeiT repository facebookresearch 4114
211 plspy Implementation of Partial Least Squares in Python McIntosh-Lab 4
212 dask-runners Dask Runners jacobtomlinson 6
213 lattices Lattices is a package for the construction of lattices from a set of nodes and an ordering relation. dit 4
214 cog Containers for machine learning replicate 8287
215 nevergrad A Python toolbox for performing gradient-free optimization facebookresearch 3984
216 pymer4 All the convenience of lme4 in python ejolly 193
217 pysqa Simple HPC queuing system adapter for Python on based jinja templates to automate the submission script creation. pyiron 24
218 fMRI_ROI_Analysis_Tool An analysis tool that uses per-voxel statistical maps in conjunction with FSL atlases to create per-region statistical maps. Current usage includes the creation of regional maps of temporal signal to noise ratio. elliohow 11
219 NeuralWaveMachines Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks" akandykeller 69
220 codespell check code for common misspellings codespell-project 1987
221 humpday Elo ratings for global black box derivative-free optimizers microprediction 137
222 comgra A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different angles at the click of a button. FlorianDietz 277
223 chepy Chepy is a python lib/cli equivalent of the awesome CyberChef tool. securisec 952
224 RABIES fMRI preprocessing pipeline and analysis tools adapted for rodent images. Visit the full documentation at https://rabies.readthedocs.io/en/stable/ CoBrALab 36
225 NiBetaSeries Nipype implementation of BetaSeries Correlations (Beta) HBClab 32
226 nltools Python toolbox for analyzing imaging data cosanlab 122
227 awesome-bids A curated list of awesome BIDS projects, proposals, apps and resources bids-standard 10
228 pandas-ai Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG. Sinaptik-AI 14012
229 outlines Structured Text Generation dottxt-ai 10358
230 jumpserver An open-source PAM tool alternative to CyberArk. 广受欢迎的开源堡垒机。 jumpserver 25949
231 TGB Temporal Graph Benchmark project repo shenyangHuang 204
232 jupyter-ai A generative AI extension for JupyterLab jupyterlab 3345
233 composer Supercharge Your Model Training mosaicml 5241
234 SIPPY Systems Identification Package for PYthon CPCLAB-UNIPI 280
235 neuroshape-dev Neuroshape development alpha nikitas-k 1
236 HSSM Development of HSSM package lnccbrown 86
237 BlenderSpike A Blender add-on to bring animations from NEURON ArtemKirsanov 166
238 fmripost-aroma Run ICA-AROMA on fMRIPrep derivatives nipreps 9
239 ciftipy pvandyken 2
240 python-mastery Advanced Python Mastery (course by @dabeaz) dabeaz-course 10784
241 HPC_helper HPC helper for distributed training. DSL-Lab 15
242 netgraph Publication-quality network visualisations in python paulbrodersen 695
243 hyperspy Multidimensional data analysis hyperspy 530
244 torchcde Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation. patrick-kidger 423
245 gpt-engineer Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app AntonOsika 52886
246 public_analysis_code Public analysis code for the IBC project individual-brain-charting 20
247 gif_your_nifti How to create fancy GIFs from an MRI brain image miykael 121
248 PyReliMRI Python-based Reliability in MRI: Calculating Group level and Individual Level Similarity between runs and sessions. demidenm 35
249 bayan Bayan Algorithm saref 13
250 SegLossOdyssey A collection of loss functions for medical image segmentation JunMa11 3855
251 ANNarchy ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks. ANNarchy 39
252 benchopt Making your benchmark of optimization algorithms simple and open benchopt 256
253 optree OpTree: Optimized PyTree Utilities metaopt 163
254 torchopt TorchOpt is an efficient library for differentiable optimization built upon PyTorch. metaopt 561
255 Bottles Run Windows software and games on Linux bottlesdevs 6706
256 theseus A library for differentiable nonlinear optimization facebookresearch 1822
257 rsHRF Resting state HRF estimation from BOLD-fMRI signal bids-apps 33
258 gorilla-cli LLMs for your CLI gorilla-llm 1315
259 pyvbmc PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python acerbilab 117
260 pyssl Self-Supervised Learning in PyTorch p-giakoumoglou 133
261 PCNtoolkit Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/ amarquand 119
262 diaphora Diaphora, the most advanced Free and Open Source program diffing tool. joxeankoret 3715
263 fonttools A library to manipulate font files from Python. fonttools 4435
264 fmriprep-denoise-benchmark Benchmark denoising strategies available from fmriprep. SIMEXP 16
265 mvlearn Python package for multi-view machine learning mvlearn 208
266 cca_zoo Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework jameschapman19 198
267 Multi_Comparison_Matrix Multi Comparison Matrix: A long term approach to benchmark evaluations MSD-IRIMAS 20
268 chaospy Chaospy - Toolbox for performing uncertainty quantification. jonathf 455
269 pytorch-topological A topological machine learning framework based on PyTorch aidos-lab 161
270 TARDIS TARDIS: Topological Algorithms for Robust DIscovery of Singularities aidos-lab 40
271 aleatory 📦 Python library for Stochastic Processes Simulation and Visualisation quantgirluk 169
272 BayesianOptimization A Python implementation of global optimization with gaussian processes. bayesian-optimization 8027
273 lineax Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax patrick-kidger 402
274 equinox Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/ patrick-kidger 2200
275 scikit-survival Survival analysis built on top of scikit-learn sebp 1154
276 parameterfree Parameter-Free Optimizers for Pytorch bremen79 109
277 scikit-multilearn A scikit-learn based module for multi-label et. al. classification scikit-multilearn 924
278 poly-match Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post ohadravid 40
279 xorshift Vectorized xorshift and xoroshiro uniform/binomial RNGs ihaque 9
280 deap Distributed Evolutionary Algorithms in Python DEAP 5930
281 multimodal-Parkinson-data-processing Multimodal Dataset of Freezing of Gait in Parkinson's Disease AccSrd 44
282 feature_engine Feature engineering package with sklearn like functionality feature-engine 1973
283 developer the first library to let you embed a developer agent in your own app! smol-ai 11857
284 quivr Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. QuivrHQ 37125
285 aeon A toolkit for machine learning from time series aeon-toolkit 1071
286 CrypTen A framework for Privacy Preserving Machine Learning facebookresearch 1566
287 mlc-llm Universal LLM Deployment Engine with ML Compilation mlc-ai 19644
288 frogmouth A Markdown browser for your terminal Textualize 2625
289 deepdoctection A Repo For Document AI deepdoctection 2662
290 table-transformer Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric. microsoft 2428
291 SC-FC Analysis scripts for structural / functional connectivity using Drosophila hemibrain connectome and whole brain calcium imaging mhturner 4
292 scikit-posthocs Multiple Pairwise Comparisons (Post Hoc) Tests in Python maximtrp 354
293 UKBB-tabular-processing Scripts to handle the tabular data associated with the UK BioBank CoBrALab 9
294 puncc 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction. deel-ai 311
295 m2m LINUM's Meso to Macro Toolkit linum-uqam 4
296 secure-code-game A GitHub Security Lab initiative, providing an in-repo learning experience, where learners secure intentionally vulnerable code. skills 2149
297 beartype Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python. beartype 2822
298 job-maker a static web application for generating job submissions scripts for a SLURM cluster researchapps 20
299 jobstats Scripts for viewing Slurm batch job resource usages nauhpc 11
300 singularity-compose orchestration for singularity containers (under development) singularityhub 72
301 hypergraphx HGX is a multi-purpose, open-source Python library for higher-order network analysis HGX-Team 230
302 openscope_databook OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁🧠🔬🖥️📈 AllenInstitute 64
303 pytorch-toolbelt PyTorch extensions for fast R&D prototyping and Kaggle farming BloodAxe 1524
304 netrd A library for network {reconstruction, distances, dynamics} netsiphd 166
305 autolfads-deploy Deployment strategies for AutoLFADS TNEL-UCSD 13
306 flit Simplified packaging of Python modules pypa 2182
307 prettytable Display tabular data in a visually appealing ASCII table format prettytable 1416
308 reflex 🕸️ Web apps in pure Python 🐍 reflex-dev 21374
309 L2L Learning to Learn: Gradient-free Optimization framework IGITUGraz 36
310 Category_Theory_Machine_Learning List of papers studying machine learning through the lens of category theory bgavran 1316
311 LaPy Toolbox for Differential Geometry on Triangle and Tetrahedra Meshes (FEM, Laplace, Poisson, Heat Flow ...) Deep-MI 69
312 input-remapper 🎮 ⌨ An easy to use tool to change the behaviour of your input devices. sezanzeb 4064
313 ufunclab NumPy ufuncs and utilities. WarrenWeckesser 52
314 eyediagram Tools for plotting an eye diagram in Python. WarrenWeckesser 48
315 pymoo NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO anyoptimization 2368
316 trx-python Python implementation of the TRX file format tee-ar-ex 22
317 rapidtide rapidtide - a suite of programs for doing time lag correlation analysis on fMRI data bbfrederick 75
318 aemcmc AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models. aesara-devs 39
319 formulaic A high-performance implementation of Wilkinson formulas for Python. matthewwardrop 361
320 mliv causal-machine-learning-lab 26
321 nimgen juaml 1
322 chatgpt_please_improve_my_paper_writing a thin wrapper of chatgpt for improving paper writing. ashawkey 254
323 tpcp Pipeline and Dataset helpers for complex algorithm evaluation. mad-lab-fau 15
324 devolearn Accelerate data driven research on embryos with deep learning models 🔬 DevoLearn 46
325 radicli 🕊️ Radically lightweight command-line interfaces explosion 106
326 platformio-core Your Gateway to Embedded Software Development Excellence 👽 platformio 8078
327 plottable most pretty & lovely tables with matplotlib znstrider 264
328 director A robotics interface and visualization framework, with extensive applications for working with http://drake.mit.edu RobotLocomotion 182
329 awesome-normalizing-flows Awesome resources on normalizing flows. janosh 1474
330 ipyflow A reactive Python kernel for Jupyter notebooks. ipyflow 1167
331 PySR High-Performance Symbolic Regression in Python and Julia MilesCranmer 2560
332 xorbits Scalable Python DS & ML, in an API compatible & lightning fast way. xorbitsai 1140
333 runlike Given an existing docker container, prints the command line necessary to run a copy of it. lavie 2546
334 unblob Extract files from any kind of container formats onekey-sec 2256
335 pytorch-esn An Echo State Network module for PyTorch. stefanonardo 217
336 tensorly TensorLy: Tensor Learning in Python. tensorly 1585
337 Artemis Radio Signals Recognition Manual AresValley 402
338 design-bench rail-berkeley 47
339 prince 👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA MaxHalford 1310
340 fastplotlib Next-gen fast plotting library running on WGPU using the pygfx rendering engine fastplotlib 427
341 crux-top-lists Downloadable snapshots of the Chrome Top Million Websites pulled from public CrUX data in Google BigQuery. zakird 755
342 namizun Asymmetric upload and download malkemit 629
343 pylops PyLops – A Linear-Operator Library for Python PyLops 443
344 sdf Simple SDF mesh generation in Python fogleman 1641
345 moto A library that allows you to easily mock out tests based on AWS infrastructure. getmoto 7739
346 petals 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading bigscience-workshop 9352
347 tiktoken tiktoken is a fast BPE tokeniser for use with OpenAI's models. openai 13058
348 pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. asottile 3663
349 mitiq Mitiq is an open source toolkit for implementing error mitigation techniques on most current intermediate-scale quantum computers. unitaryfund 370
350 SupContrast PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally) HobbitLong 3174
351 skypilot SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface. skypilot-org 7056
352 dataset-phenotypes Preparatory scripts for BIDS tabular phenotypic data in large neuroimaging datasets. nimh-dsst 8
353 PayloadsAllTheThings A list of useful payloads and bypass for Web Application Security and Pentest/CTF swisskyrepo 62581
354 fortuna A Library for Uncertainty Quantification. awslabs 894
355 geomstats Computations and statistics on manifolds with geometric structures. geomstats 1282
356 pmdarima A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function. alkaline-ml 1611
357 statsforecast Lightning ⚡️ fast forecasting with statistical and econometric models. Nixtla 4091
358 mne-bids-pipeline Automatically process entire electrophysiological datasets using MNE-Python. mne-tools 145
359 genv GPU environment and cluster management with LLM support run-ai 554
360 CleanMyWechat 自动删除 PC 端微信缓存数据,包括从所有聊天中自动下载的大量文件、视频、图片等数据内容,解放你的空间。 blackboxo 4774
361 Cerebro_Viewer A pythonic 3D viewer to visualize and plot brains and neuroimaging data sina-mansour 33
362 dinghy A GitHub activity digest tool nedbat 187
363 DADApy Distance-based Analysis of DAta-manifolds in python sissa-data-science 116
364 twitter-archive-parser Python code to parse a Twitter archive and output in various ways timhutton 2421
365 RedditWritesCode The mirror of the series "The most upvoted comment picks the next line of code" on Reddit by https://www.reddit.com/user/AggravatingCorner133/ RedditWritesCode 196
366 glasbey Algorithmically create or extend categorical colour palettes lmcinnes 207
367 GPJax Gaussian processes in JAX. JaxGaussianProcesses 474
368 jc CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts. kellyjonbrazil 8002
369 opensnitch OpenSnitch is a GNU/Linux interactive application firewall inspired by Little Snitch. evilsocket 11135
370 torcheval A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations. pytorch 224
371 dynamax State Space Models library in JAX probml 726
372 pyhddmjags Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for using JAGS with pyjags, the JAGS Wiener module, mixture modeling in JAGS, and Bayesian diagnostics in Python. mdnunez 25
373 backpack BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient. f-dangel 569
374 pygod A Python Library for Graph Outlier Detection (Anomaly Detection) pygod-team 1367
375 GeometricKernels Geometric kernels on manifolds, meshes and graphs geometric-kernels 226
376 py_regular_expressions Learn Python Regular Expressions step by step from beginner to advanced levels learnbyexample 1774
377 ott Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations. ott-jax 555
378 refurb A tool for refurbishing and modernizing Python codebases dosisod 2490
379 MRTwin_pulseq mzaiss 45
380 braindecode Deep learning software to decode EEG, ECG or MEG signals braindecode 854
381 cosasi COntagion Simulation And Source Identification: a Python package for graph diffusion source inference lmiconsulting 5
382 yasb A highly configurable cross-platform (Windows) status bar written in Python. da-rth 1456
383 pynamical Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals. gboeing 628
384 pip-tools A set of tools to keep your pinned Python dependencies fresh. jazzband 7818
385 napari-plot-profile haesleinhuepf 17
386 unilm Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities microsoft 20592
387 redun Yet another redundant workflow engine insitro 540
388 tango Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project. allenai 538
389 Imaging-transcriptomics A package, and script, to perform imaging transcriptomics on a neuroimaging scan. alegiac95 21
390 numba-scipy numba_scipy extends Numba to make it aware of SciPy numba 261
391 numba-stats Numba-accelerated statistical distributions HDembinski 55
392 python-human-regex More understandable alternatives for Python regular expressions mikaelho 59
393 pyserini Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations. castorini 1720
394 bbs Forum for discussing Internet censorship circumvention net4people 3541
395 pykeen 🤖 A Python library for learning and evaluating knowledge graph embeddings pykeen 1729
396 cleanrl High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) vwxyzjn 6078
397 CORL High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC tinkoff-ai 1136
398 information-bottleneck a python implementation of various versions of the information bottleneck, including automated parameter searching djstrouse 122
399 pymor pyMOR - Model Order Reduction with Python pymor 313
400 syne-tune Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips. syne-tune 393
401 PyRates Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models. pyrates-neuroscience 76
402 flowMC Normalizing-flow enhanced sampling package for probabilistic inference in Jax kazewong 207
403 hpc-container-maker HPC Container Maker NVIDIA 464
404 hilo-mpc HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems hilo-mpc 170
405 whisper Robust Speech Recognition via Large-Scale Weak Supervision openai 74612
406 Semi-supervised-learning A Unified Semi-Supervised Learning Codebase (NeurIPS'22) microsoft 1402
407 UK_Biobank_GWAS Overview of the data QC, code, and GWAS summary output from the 2017 UK Biobank data release Nealelab 352
408 xonsh 🐚 Python-powered shell. Full-featured and cross-platform. xonsh 8504
409 oils Oils is our upgrade path from bash to a better language and runtime. It's also for Python and JavaScript users who avoid shell! oils-for-unix 3010
410 verde Processing and gridding spatial data, machine-learning style fatiando 614
411 goatools Python library to handle Gene Ontology (GO) terms tanghaibao 798
412 GSEApy Gene Set Enrichment Analysis in Python zqfang 590
413 CaCo CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning maple-research-lab 17
414 nbstripout strip output from Jupyter and IPython notebooks kynan 1254
415 astromodels Spatial and spectral models for astrophysics threeML 44
416 emerge Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures. glato 855
417 code-for-modeling-chapters Replicate some results in Farrell, S., & Lewandowsky, S. (2018). Computational modeling of cognition and behavior. Cambridge University Press. fangzefunny 7
418 Raindrop Graph Neural Networks for Irregular Time Series mims-harvard 183
419 hyperimpute A framework for prototyping and benchmarking imputation methods vanderschaarlab 171
420 decoupler-py Python package to perform enrichment analysis from omics data. saezlab 176
421 iBKH iBKH: The integrative Biomedical Knowledge Hub wcm-wanglab 241
422 echoes Machine Learning with Echo State Networks, a scikit-learn compatible package. fabridamicelli 37
423 deepdish Flexible HDF5 saving/loading and other data science tools from the University of Chicago uchicago-cs 269
424 NeuroKit NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing neuropsychology 1650
425 Regressio A python library for univariate regression, interpolation, and smoothing. brendanartley 342
426 gplearn Genetic Programming in Python, with a scikit-learn inspired API trevorstephens 1648
427 pytorch_optimizer optimizer & lr scheduler & loss function collections in PyTorch kozistr 259
428 orjson Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy ijl 6475
429 neuroCombat Harmonization of multi-site imaging data with ComBat (Python) Jfortin1 127
430 pymatting A Python library for alpha matting pymatting 1799
431 auton-survival Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events autonlab 331
432 evotorch Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE. nnaisense 1033
433 liesel A probabilistic programming framework liesel-devs 41
434 lowbar The simplest no-nonsense progress bar for python AnnikaV9 382
435 pygsp Graph Signal Processing in Python epfl-lts2 490
436 neuropythy A neuroscience library for Python, intended to complement the existing nibabel library. noahbenson 118
437 Photogrammetry-Guide Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical. mikeroyal 1217
438 hmmlearn Hidden Markov Models in Python, with scikit-learn like API hmmlearn 3101
439 dit Python package for information theory. dit 525
440 DBA DBA: Averaging for Dynamic Time Warping fpetitjean 183
441 learned_optimization google 760
442 datasets TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... tensorflow 4342
443 equilib 🌎→🗾Equirectangular (360/panoramic) image processing library for Python with minimal dependencies only using Numpy and PyTorch haruishi43 173
444 git-machete Probably the sharpest git repository organizer & rebase/merge workflow automation tool you've ever seen VirtusLab 931
445 Brain-Cog Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society. BrainCog-X 475
446 tsl tsl: a PyTorch library for processing spatiotemporal data. TorchSpatiotemporal 287
447 surfdist For calculating exact geodesic distances on cortical surface meshes NeuroanatomyAndConnectivity 53
448 learning-from-brains Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One of the broadest neuroimaging datasets used for pre-training to date. athms 96
449 correlate A clever brute-force correlator for kinda-messy data larryhastings 82
450 quaterion Blazing fast framework for fine-tuning similarity learning models qdrant 647
451 odin A simple and effective method for detecting out-of-distribution images in neural networks. facebookresearch 535
452 siibra-python Software interfaces for interacting with brain atlases - Python client FZJ-INM1-BDA 48
453 surfify Module providing Surface Tools for PyTorch. neurospin-deepinsight 3
454 narps_open_pipelines A codebase reproducing the 70 pipelines of the NARPS study (Botvinik-Nezer et al., 2020) shared as an open resource for the community. Inria-Empenn 9
455 nobrainer A framework for developing neural network models for 3D image processing. neuronets 159
456 nobrainer-zoo A Python CLI to execute a collection of deep learning models for brain imaging. neuronets 9
457 BLMM This repository contains all code for the BLMM toolbox. TomMaullin 19
458 niCHART The neuro-imaging brain aging chart [niCHART] is a comprehensive solution to analyze standard structural and functional brain MRI data across studies. [niCHART] and the associated pre-processing tools implement computational morphometry, functional signal analysis, quality control, statistical harmonization, data standardization, interactive visual CBICA 17
459 red-mail Advanced email sending for Python Miksus 400
460 rocketry Modern scheduling library for Python Miksus 3316
461 SwissArmyTransformer SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants. THUDM 1045
462 soft-dtw Python implementation of soft-DTW. mblondel 551
463 fastdtw A Python implementation of FastDTW slaypni 803
464 dynaconf Configuration Management for Python ⚙ dynaconf 3853
465 torcharrow High performance model preprocessing library on PyTorch pytorch 651
466 blackjax BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity. blackjax-devs 873
467 lunr.py A Python implementation of Lunr.js 🌖 yeraydiazdiaz 194
468 DynGDim Dynamic Graph Dimensionality is a methodology for computing the relative, local and global dimension of complex networks. barahona-research-group 10
469 optimate A collection of libraries to optimise AI model performances nebuly-ai 8373
470 huey a little task queue for python coleifer 5305
471 mlflow Open source platform for the machine learning lifecycle mlflow 19262
472 awesome-aws A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. donnemartin 12624
473 SimBiber MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info MLNLP-World 445
474 structlog Simple, powerful, and fast logging for Python. hynek 3700
475 PySlurmLite a very lightweight interface to the Slurm job scheduler poldrack 1
476 apex A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch NVIDIA 8504
477 msgraph-sdk-python-core Microsoft Graph client library for Python microsoftgraph 266
478 Office365-REST-Python-Client Microsoft 365 & Microsoft Graph Library for Python vgrem 1401
479 stereodemo Small Python utility to compare and visualize the output of various stereo depth estimation algorithms nburrus 149
480 SubTab The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning" AstraZeneca 144
481 runx Deep Learning Experiment Management NVIDIA 639
482 Awesome-FL Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops) youngfish42 1589
483 mmcv OpenMMLab Computer Vision Foundation open-mmlab 5976
484 videogrep automatic video supercuts with python antiboredom 3366
485 RG-Select Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data basiralab 8
486 proselint A linter for prose. amperser 4375
487 PyDaddy Python package to discover stochastic differential equations from time series data tee-lab 93
488 HOI_toolbox Higher-order interactions toolbox PranavMahajan25 10
489 parcellation_fragmenter Fragments FreeSurfer parcellation annotation in N-equal sized parcels miykael 27
490 NumGraph Synthetic graph generator gravins 12
491 rl A modular, primitive-first, python-first PyTorch library for Reinforcement Learning. pytorch 2479
492 grequests Requests + Gevent = <3 spyoungtech 4508
493 BackdoorBox The open-sourced Python toolbox for backdoor attacks and defenses. THUYimingLi 484
494 shareddataset A PyTorch Dataset that caches samples in shared memory, accessible globally to all processes jotaf98 20
495 torchshow Visualize PyTorch tensors with a single line of code. xwying 652
496 pysheds 🌎 Simple and fast watershed delineation in python. mdbartos 745
497 distrax google-deepmind 545
498 lifelines Survival analysis in Python CamDavidsonPilon 2396
499 Contextualized An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters. cnellington 67
500 fmriprep-slurm Generate and run SLURM jobs on HPCs SIMEXP 12
501 localstack 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline localstack 57105
502 dm_pix PIX is an image processing library in JAX, for JAX. google-deepmind 397
503 Efficient-Deep-Learning A bag of tricks to speed up your deep learning process Mountchicken 159
504 rich-cli Rich-cli is a command line toolbox for fancy output in the terminal Textualize 3140
505 voxel-challenge taichi-dev 231
506 deep-significance Enabling easy statistical significance testing for deep neural networks. Kaleidophon 329
507 hypothetical Hypothesis and statistical testing in Python aschleg 64
508 hatch Modern, extensible Python project management pypa 6262
509 pymde Minimum-distortion embedding with PyTorch cvxgrp 539
510 ResizeRight The correct way to resize images or tensors. For Numpy or Pytorch (differentiable). assafshocher 550
511 memray Memray is a memory profiler for Python bloomberg 13576
512 grafog Graph Data Augmentation Library for PyTorch Geometric rish-16 129
513 cleanlab The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. cleanlab 10067
514 pynapple PYthon Neural Analysis Package 🍍 pynapple-org 290
515 thinc 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries explosion 2825
516 spatiotemporal Tools for spatial and temporal autocorrelation mwshinn 21
517 pytorch-styleguide An unofficial styleguide and best practices summary for PyTorch IgorSusmelj 1949
518 Arjun HTTP parameter discovery suite. s0md3v 5377
519 epistasis A Python API for estimating statistical high-order epistasis in genotype-phenotype maps. harmslab 34
520 dask-jobqueue Deploy Dask on job schedulers like PBS, SLURM, and SGE dask 241
521 mle-monitor Lightweight Experiment & Resource Monitoring 📺 mle-infrastructure 184
522 mle-scheduler Lightweight Cluster/Cloud VM Job Management 🚀 mle-infrastructure 39
523 torchdynamo A Python-level JIT compiler designed to make unmodified PyTorch programs faster. pytorch 1017
524 torchmetrics Machine learning metrics for distributed, scalable PyTorch applications. Lightning-AI 2180
525 tez Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch. abhishekkrthakur 1164
526 stumpy STUMPY is a powerful and scalable Python library for modern time series analysis TDAmeritrade 3746
527 pyAFQ Automated Fiber Quantification ... in Python yeatmanlab 58
528 lux Automatically visualize your pandas dataframe via a single print! 📊 💡 lux-org 5241
529 rogues A Python / Numpy / Scipy port of Prof. Nick Higham's m*lab 'gallery' matrices plus extras macd 19
530 efax Exponential families for JAX NeilGirdhar 60
531 stochman Algorithms for computations on random manifolds made easier MachineLearningLifeScience 86
532 mctx Monte Carlo tree search in JAX google-deepmind 2409
533 confound_prediction Confound-isolating cross-validation approach to control for a confounding effect in a predictive model. darya-chyzhyk 39
534 did-it-spill Check if you have training samples in your test set LaihoE 64
535 dude dude uncomplicated data extraction: A simple framework for writing web scrapers using Python decorators roniemartinez 427
536 tablespoon 🥄✨Time-series Benchmark methods that are Simple and Probabilistic alexhallam 42
537 scikit-multimodallearn This Python package implements algorithms for multiviews (multimodals) learning dbenielli 14
538 DeepImageReconstruction Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633. KamitaniLab 276
539 PyParSVD An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py Romit-Maulik 57
540 EvalNE Source code for EvalNE, a Python library for evaluating Network Embedding methods. Dru-Mara 106
541 koila Prevent PyTorch's CUDA error: out of memory in just 1 line of code. rentruewang 1823
542 alpa Training and serving large-scale neural networks with auto parallelization. alpa-projects 3094
543 trimesh Python library for loading and using triangular meshes. mikedh 3095
544 shapely Manipulation and analysis of geometric objects shapely 3983
545 scikit-lego Extra blocks for scikit-learn pipelines. koaning 1292
546 mercury Convert Jupyter Notebooks to Web Apps mljar 4117
547 pz Easily handle day to day CLI operation via Python instead of regular Bash programs. 🇺🇦 #supporting CZ-NIC 729
548 dcor Distance correlation and related E-statistics in Python vnmabus 146
549 pyod A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques yzhao062 8760
550 pyeer PyEER is a python package for biometric systems performance evaluation. Includes ROC, DET, FNMR, FMR and CMC curves plotting, scores distribution plotting, EER and operating points estimation. It can be also used to evaluate binary classification systems. manuelaguadomtz 60
551 baycomp janezd 72
552 calibration-framework The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network. EFS-OpenSource 352
553 larq An Open-Source Library for Training Binarized Neural Networks larq 711
554 pathos parallel graph management and execution in heterogeneous computing uqfoundation 1415
555 Scientific-Inkscape Scientific Inkscape: Inkscape extensions for figure resizing and editing burghoff 559
556 python-codext Python codecs extension featuring CLI tools for encoding/decoding anything dhondta 281
557 cassowary Run Windows Applications on Linux as if they are native, Use linux applications to launch files files located in windows vm without needing to install applications on vm. With easy to use configuration GUI casualsnek 3010
558 pyCircos python Circos ponnhide 345
559 py-upset A pure-python implementation of the UpSet suite of visualisation methods by Lex, Gehlenborg et al. ImSoErgodic 316
560 brainrender A Python package to visualise neuroanatomical data in atlas space brainglobe 554
561 spectral_connectivity Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data Eden-Kramer-Lab 125
562 hyppo Python package for multivariate hypothesis testing neurodata 220
563 espial Espial is an engine for automated organization and discovery of personal knowledge Uzay-G 176
564 jaxopt Hardware accelerated, batchable and differentiable optimizers in JAX. google 944
565 PyFlow An open-source tool for visual and modular block programming in python Bycelium 1280
566 pyspi Comparative analysis of pairwise interactions in multivariate time series. DynamicsAndNeuralSystems 211
567 DeepSpeed DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. microsoft 36274
568 mne-connectivity Connectivity algorithms that leverage the MNE-Python API. mne-tools 70
569 frites Framework for Information Theoretical analysis of Electrophysiological data and Statistics brainets 81
570 IDTxl The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory. pwollstadt 251
571 budoux google 1461
572 budou Budou is an automatic organizer tool for beautiful line breaking in CJK (Chinese, Japanese, and Korean). google 1169
573 diff-match-patch Diff Match Patch is a high-performance library in multiple languages that manipulates plain text. google 7600
574 ldsc LD Score Regression (LDSC) bulik 667
575 PySpectrometer Raspberry Pi Spectrometer leswright1977 675
576 ann4brains Artificial neural networks for brain networks jeremykawahara 74
577 dufte 📈 Minimalistic Matplotlib style nschloe 216
578 matplotx 📊 More styles and useful extensions for Matplotlib nschloe 802
579 tueplots Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications. pnkraemer 679
580 serve ☁️ Build multimodal AI applications with cloud-native stack jina-ai 21245
581 finetuner 🎯 Task-oriented embedding tuning for BERT, CLIP, etc. jina-ai 1486
582 docarray Represent, send, store and search multimodal data docarray 3000
583 dm_control Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo. google-deepmind 3891
584 xmanager A platform for managing machine learning experiments google-deepmind 832
585 pymdp A Python implementation of active inference for Markov Decision Processes infer-actively 491
586 iansui 芫荽,基於 Klee One 改造的學習用台灣繁體字型 ButTaiwan 1596
587 torchdrug A powerful and flexible machine learning platform for drug discovery DeepGraphLearning 1460
588 aesara Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays. aesara-devs 1188
589 neuromaps A toolbox for comparing brain maps netneurolab 255
590 hackingtool ALL IN ONE Hacking Tool For Hackers Z4nzu 51326
591 Ciphey ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ Ciphey 18522
592 kuramoto Python implementation of the Kuramoto model fabridamicelli 131
593 pystitcher pystitcher stitches your PDF files together, generating nice customizable bookmarks for you using a declarative markdown file as input captn3m0 391
594 terrain-erosion-3-ways Three Ways of Generating Terrain with Erosion Features dandrino 836
595 xbmc-addons-chinese Addon scripts, plugins, and skins for XBMC Media Center. Special for chinese laguage. taxigps 3175
596 python-ggseg Python module for ggseg-like visualizations ggseg 101
597 KanaQuiz Hiragana/Katakana Speed Reading Quiz in Command Line !! 😎 skywind3000 150
598 ddia 《Designing Data-Intensive Application》DDIA中文翻译 Vonng 20697
599 omnizart Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more. Music-and-Culture-Technology-Lab 1657
600 expan Open-source Python library for statistical analysis of randomised control trials (A/B tests) zalando 336
601 Box Python dictionaries with advanced dot notation access cdgriffith 2664
602 toolz A functional standard library for Python. pytoolz 4748
603 sparse Sparse multi-dimensional arrays for the PyData ecosystem pydata 613
604 bottleneck Fast NumPy array functions written in C pydata 1086
605 xarray N-D labeled arrays and datasets in Python pydata 3686
606 scikit-plot An intuitive library to add plotting functionality to scikit-learn objects. reiinakano 2429
607 pyecharts 🎨 Python Echarts Plotting Library pyecharts 15057
608 klepto persistent caching to memory, disk, or database uqfoundation 262
609 ptyprocess Run a subprocess in a pseudo terminal pexpect 221
610 Phoenix wxPython's Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before. wxWidgets 2370
611 pexpect A Python module for controlling interactive programs in a pseudo-terminal pexpect 2649
612 itsdangerous Safely pass trusted data to untrusted environments and back. pallets 2960
613 jinja A very fast and expressive template engine. pallets 10527
614 chardet Python character encoding detector chardet 2212
615 chime 🎵 Python sound notifications made easy MaxHalford 305
616 pqdm Comfortable parallel TQDM using concurrent.futures niedakh 283
617 python-diskcache Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python. grantjenks 2443
618 doit CLI task management & automation tool pydoit 1902
619 toga A Python native, OS native GUI toolkit. beeware 4468
620 shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included. linkedin 1795
621 pydantic Data validation using Python type hints pydantic 22061
622 textual The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser. Textualize 26803
623 siuba Python library for using dplyr like syntax with pandas and SQL machow 1165
624 pyhf pure-Python HistFactory implementation with tensors and autodiff scikit-hep 286
625 cabinetry design and steer profile likelihood fits scikit-hep 30
626 hepstats Statistics tools and utilities. scikit-hep 74
627 aghast Aghast: aggregated, histogram-like statistics, sharable as Flatbuffers. scikit-hep 17
628 awkward Manipulate JSON-like data with NumPy-like idioms. scikit-hep 855
629 noto-emoji Noto Emoji fonts googlefonts 3924
630 optax Optax is a gradient processing and optimization library for JAX. google-deepmind 1759
631 dm-haiku JAX-based neural network library google-deepmind 2941
632 Kaggle-BrainNetPrediction-Toolbox A Python toolbox for predicting brain network (graph) evolution over time from a single observation. The codes of the 20 competing Kaggle teams along with the competition datasets are made available. basiralab 8
633 PySyft Perform data science on data that remains in someone else's server OpenMined 9583
634 reservoirpy A simple and flexible code for Reservoir Computing architectures like Echo State Networks reservoirpy 455
635 neural_cotraining The code for performing MTL on object recognition with neural data sinzlab 15
636 visdom A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy. fossasia 10070
637 salina a Lightweight library for sequential learning agents, including reinforcement learning facebookresearch 426
638 rl-baselines3-zoo A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. DLR-RM 2192
639 pytorch-multi-gpu-training 整理 pytorch 单机多 GPU 训练方法与原理 jia-zhuang 792
640 simba SimBA (Simple Behavioral Analysis), a pipeline and GUI for developing supervised behavioral classifiers sgoldenlab 306
641 nn-template Generic template to bootstrap your PyTorch project. grok-ai 639
642 halp Hypergraph Algorithms Package Murali-group 94
643 Pyro5 Pyro 5 - Python remote objects irmen 334
644 netrep Some methods for comparing network representations in deep learning and neuroscience. ahwillia 129
645 napari napari: a fast, interactive, multi-dimensional image viewer for python napari 2255
646 autoxgb XGBoost + Optuna abhishekkrthakur 686
647 TopFreeProxies 高质量免费节点分享,以及订阅链接收集。 aiirobyte 2783
648 jellylanguage Jelly is a recreational programming language inspired by J. DennisMitchell 871
649 graspologic Python package for graph statistics graspologic-org 848
650 vectorizers Vectorizers for a range of different data types TutteInstitute 99
651 hamilton A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton stitchfix 863
652 nvidia-ml-py3 Python 3 Bindings for the NVIDIA Management Library nicolargo 134
653 xai-bench XAI-Bench is a library for benchmarking feature attribution explainability techniques abacusai 60
654 googler 🔍 Google from the terminal jarun 6125
655 TorchSSL A PyTorch-based library for semi-supervised learning (NeurIPS'21) TorchSSL 1317
656 omegaconf Flexible Python configuration system. The last one you will ever need. omry 2029
657 TtoZ Convert T score brain statistical map to Z score map vsoch 17
658 pygraphistry PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer graphistry 2199
659 bagua Bagua Speeds up PyTorch BaguaSys 876
660 graphsim Graph similarity algorithms based on NetworkX. caesar0301 168
661 swiftascmaps Taylor Swift-inspired color maps JBorrow 82
662 brain4views Plotting 4 brain surface views on a single matplotlib figure niksirbi 12
663 surfplot A package for publication-ready brain surface figures danjgale 55
664 pytorch_connectomics PyTorch Connectomics: segmentation toolbox for EM connectomics zudi-lin 174
665 glum High performance Python GLMs with all the features! Quantco 320
666 ngboost Natural Gradient Boosting for Probabilistic Prediction stanfordmlgroup 1674
667 dysts Hundreds of strange attractors williamgilpin 435
668 Functionnectome Project your functional brain signal onto the white matter, and explore the pathways supporting brain functions. NotaCS 24
669 stylegan3 Official PyTorch implementation of StyleGAN3 NVlabs 6529
670 xcp_d Post-processing of fMRIPrep, NiBabies, and HCP outputs PennLINC 82
671 PsychRNN murraylab 136
672 pynomo Python nomographs (nomograms). lefakkomies 88
673 xplique 👋 Xplique is a Neural Networks Explainability Toolbox deel-ai 658
674 NVTabular NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems. NVIDIA-Merlin 1064
675 DecryptLogin DecryptLogin: APIs for loginning some websites by using requests. CharlesPikachu 2839
676 MRtrix3_connectome Generate subject connectomes from raw BIDS data & perform inter-subject connection density normalisation, using the MRtrix3 software package. bids-apps 49
677 Cameray A lens editor and simulator for fun. yslib 100
678 dyneusr Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR) braindynamicslab 44
679 ActflowToolbox The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions. ColeLab 35
680 PySimpleGUI Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users. PySimpleGUI 13523
681 alibi Algorithms for explaining machine learning models SeldonIO 2432
682 borb borb is a library for reading, creating and manipulating PDF files in python. jorisschellekens 3436
683 warp-drive Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022) salesforce 469
684 Hyperactive An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models. SimonBlanke 515
685 pyRiemann Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python pyRiemann 657
686 lmfit-py Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting. lmfit 1093
687 PathPicker PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands. facebook 5147
688 similarity TensorFlow Similarity is a python package focused on making similarity learning quick and easy. tensorflow 1014
689 bpytop Linux/OSX/FreeBSD resource monitor aristocratos 10409
690 nitransforms a standalone fork of nipy/nibabel#656 nipy 29
691 neuralflow The framework for inferring Langevin dynamics from spike data engellab 27
692 tensortools A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA neurostatslab 163
693 ICAM ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping CherBass 53
694 ST-fMRI This repository contains code for spatio-temporal deep learning on functional MRI data metrics-lab 22
695 supervenn supervenn: precise and easy-to-read multiple sets visualization in Python gecko984 334
696 Macast Macast is a cross-platform application which using mpv as DLNA Media Renderer. xfangfang 6282
697 stock 30天掌握量化交易 (持续更新) Rockyzsu 5619
698 nanslice A Python implementation of 'dual-coding' spinicist 40
699 anat-processing-book A notebook that describes the processing of anatomical data for the Courtois-Neuromod Project. courtois-neuromod 7
700 voila Voilà turns Jupyter notebooks into standalone web applications voila-dashboards 5542
701 whoogle-search A self-hosted, ad-free, privacy-respecting metasearch engine benbusby 9982
702 pyinotify Monitoring filesystems events with inotify on Linux. seb-m 2293
703 PokePalette 649 Pokémon palettes as CSVs, with a Python lib to turn names/IDs into palettes, or MatPlotLib compatible ListedColormaps. CDWimmer 12
704 zoofs zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size. jaswinder9051998 244
705 autojump A cd command that learns - easily navigate directories from the command line wting 16382
706 cplot 🌈 Plot complex functions nschloe 155
707 fmriclean fMRI denoising and parcellation kjamison 8
708 scfc-coupling Code for paper Heritability and interindividual variability of regional structure-function coupling. zijin-gu 18
709 poldracklab-learning Tutorials for learning imaging analysis (and other things), typically in ipython Notebook or R Markdown poldracklab 13
710 pingouin Statistical package in Python based on Pandas raphaelvallat 1668
711 numpyeigen Fast zero-overhead bindings between NumPy and Eigen fwilliams 138
712 TorchSnooper Debug PyTorch code using PySnooper zasdfgbnm 800
713 alphafold Open source code for AlphaFold 2. google-deepmind 13097
714 qbatch CoBrALab 30
715 projector-installer Install, configure and run JetBrains IDEs with Projector Server on Linux or in WSL JetBrains 809
716 AI-System System for AI Education Resource. microsoft 3769
717 xhistogram Fast, flexible, label-aware histograms for numpy and xarray xgcm 92
718 hypertools A Python toolbox for gaining geometric insights into high-dimensional data ContextLab 1830
719 how-to-write-makefile 跟我一起写Makefile重制版 seisman 3490
720 netplotbrain A package to create simple 3D network visualizations on a brain. wiheto 71
721 TractSeg Automatic White Matter Bundle Segmentation MIC-DKFZ 233
722 Kats Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends. facebookresearch 5559
723 C-PAC Configurable Pipeline for the Analysis of Connectomes FCP-INDI 65
724 HALFpipe ENIGMA HALFpipe is a user-friendly software that facilitates reproducible analysis of fMRI data HALFpipe 79
725 trampolino TRAMPOLINO (TRActography Meta-Pipeline cOmmand LINe tOol) is a CLI for brain tractography. It leverages Nipype to offer an immediate way to reconstruct an orientation distribution function, use it to track the streamlines and eventually filter them, all using existing software toolboxes. matteomancini 6
726 fury FURY - Free Unified Rendering in pYthon. fury-gl 251
727 tinygrad You like pytorch? You like micrograd? You love tinygrad! ❤️ tinygrad 27580
728 pyWhat 🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️ bee-san 6757
729 chefboost A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python serengil 467
730 scientific-visualization-book An open access book on scientific visualization using python and matplotlib rougier 10782
731 LaZagne Credentials recovery project AlessandroZ 9731
732 HCAE HCAE (HyperConnectome AutoEncoder) for brain state identification. basiralab 16
733 External-Attention-pytorch 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ xmu-xiaoma666 11679
734 promnesia Another piece of your extended mind karlicoss 1781
735 EfficientResearchWork Efficient research work environment setup for computer science and general workflow for Deep Learning experiments ChrisWu1997 122
736 lab A generic interface for linear algebra backends wesselb 71
737 topometry Systematically learn and evaluate manifolds from high-dimensional data davisidarta 95
738 jraph A Graph Neural Network Library in Jax google-deepmind 1398
739 youtube-dl Command-line program to download videos from YouTube.com and other video sites ytdl-org 133681
740 dmipy The open source toolbox for reproducible diffusion MRI-based microstructure estimation AthenaEPI 99
741 missingno Missing data visualization module for Python. ResidentMario 4001
742 dataprep Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code. sfu-db 2108
743 rsatoolbox Python library for Representational Similarity Analysis rsagroup 191
744 openTSNE Extensible, parallel implementations of t-SNE pavlin-policar 1492
745 Nashpy A python library for 2 player games. drvinceknight 337
746 Ciw Ciw is a simulation library for open queueing networks. CiwPython 153
747 netpyne A Python package to facilitate the development, parallel simulation, optimization and analysis of multiscale biological neuronal networks in NEURON. suny-downstate-medical-center 151
748 nighres Processing tools for high-resolution neuroimaging nighres 65
749 gradio Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work! gradio-app 35330
750 PyContrast PyTorch implementation of Contrastive Learning methods HobbitLong 1952
751 DIG A library for graph deep learning research divelab 1915
752 Algonauts2021_devkit Starting code for Algonauts 2021 challenge Neural-Dynamics-of-Visual-Cognition-FUB 44
753 pytorch_tabular A standard framework for modelling Deep Learning Models for tabular data manujosephv 1433
754 TractLearn-WholeBrain TractLearn is a Manifold Learning Toolbox for precision medicine. The first application is for Diffusion-Weighted MRI quantitative analysis. GeodAIsics 9
755 sos SoS workflow system for daily data analysis vatlab 275
756 xitorch Differentiable scientific computing library xitorch 145
757 scalc Script for doing Slurm Calculations fasrc 10
758 jurigged Hot reloading for Python breuleux 1434
759 potpourri3d An invigorating blend of 3D geometry tools in Python. nmwsharp 446
760 tslearn The machine learning toolkit for time series analysis in Python tslearn-team 2933
761 PythonLinearNonlinearControl PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python. Shunichi09 890
762 python-mini-projects A collection of simple python mini projects to enhance your python skills Python-World 15207
763 minisom 🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps JustGlowing 1473
764 ott google-research 213
765 bio2art Convert biological neuronal networks to artificial recurrent neuronal networks AlGoulas 20
766 Gradient-Free-Optimizers Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces. SimonBlanke 1209
767 TIGER Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021) safreita1 155
768 communities Library of graph clustering algorithms shobrook 738
769 skrub Prepping tables for machine learning skrub-data 1272
770 YYeTsBot 🎬 人人影视 机器人和网站,包含人人影视全部资源以及众多网友的网盘分享 tgbot-collection 14920
771 diojit Fully compatible CPython jit compiler. Optimising Dynamic, Interpreted, and Object-oriented(DIO) programs. thautwarm 116
772 rewise Google auto-complete wrapper s0md3v 74
773 BluePyOpt Blue Brain Python Optimisation Library BlueBrain 207
774 playwright-python Python version of the Playwright testing and automation library. microsoft 12196
775 gopup 数据接口:百度、谷歌、头条、微博指数,宏观数据,利率数据,货币汇率,千里马、独角兽公司,新闻联播文字稿,影视票房数据,高校名单,疫情数据… justinzm 2553
776 reloadr Hot code reloading tool for Python hoh 530
777 redbaron Bottom-up approach to refactoring in python PyCQA 702
778 mpl-scatter-density ⚡ Fast scatter density plots for Matplotlib ⚡ astrofrog 503
779 Deep-Forest An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1) LAMDA-NJU 933
780 annotated_deep_learning_paper_implementations 🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 labmlai 57956
781 depthai DepthAI Python API utilities, examples, and tutorials. luxonis 963
782 matplotlib_surface_plotting matplotlib mesh surface plotter kwagstyl 27
783 training_extensions Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™ openvinotoolkit 1152
784 Ryven Flow-based visual scripting for Python leon-thomm 3862
785 pymc Bayesian Modeling and Probabilistic Programming in Python pymc-devs 8829
786 awesome-self-supervised-gnn Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN). ChandlerBang 1634
787 pytorch_geometric_temporal PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021) benedekrozemberczki 2710
788 line_profiler Line-by-line profiling for Python pyutils 2814
789 tree tree is a library for working with nested data structures google-deepmind 960
790 QuantEcon.py A community based Python library for quantitative economics QuantEcon 2024
791 GHunt 🕵️‍♂️ Offensive Google framework. mxrch 15995
792 tf-quant-finance High-performance TensorFlow library for quantitative finance. google 4645
793 hbnm Hierarchical brain network model (Demirtas et al., 2019) murraylab 15
794 hcga Highly Comparative Graph Analysis - Code for network phenotyping barahona-research-group 44
795 steampy A Steam trading library for python 3 bukson 595
796 caer High-performance Vision library in Python. Scale your research, not boilerplate. jasmcaus 778
797 best-of-python-dev 🏆 A ranked list of awesome python developer tools and libraries. Updated weekly. ml-tooling 1074
798 neural-identity sina-mansour 15
799 funct Like a Python list but better. Lauriat 181
800 fiftyone Refine high-quality datasets and visual AI models voxel51 9092
801 BrainPy Brain Dynamics Programming in Python brainpy 554
802 slack-export A python slack exporter lumbric 8
803 calplot Calendar heatmaps from Pandas time series data. tomkwok 148
804 submitit Python 3.8+ toolbox for submitting jobs to Slurm facebookincubator 1355
805 more-itertools More routines for operating on iterables, beyond itertools more-itertools 3781
806 ranges Continuous Range, RangeSet, and RangeDict data structures for Python Superbird11 101
807 datasketch MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW ekzhu 2636
808 bounter Efficient Counter that uses a limited (bounded) amount of memory regardless of data size. piskvorky 934
809 mmdetection OpenMMLab Detection Toolbox and Benchmark open-mmlab 30073
810 PyTorch-GAN PyTorch implementations of Generative Adversarial Networks. eriklindernoren 16688
811 imgclsmob Sandbox for training deep learning networks osmr 2988
812 cerberus Lightweight, extensible data validation library for Python pyeve 3189
813 MONAI AI Toolkit for Healthcare Imaging Project-MONAI 6033
814 pyblaze Large-Scale Machine and Deep Learning in PyTorch. borchero 21
815 pycave Traditional Machine Learning Models for Large-Scale Datasets in PyTorch. borchero 126
816 causal-curve A python package with tools to perform causal inference using observational data when the treatment of interest is continuous. ronikobrosly 273
817 ArchiveBox 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more... ArchiveBox 22961
818 OctoPrint OctoPrint is the snappy web interface for your 3D printer! OctoPrint 8410
819 sktime-dl DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow sktime 597
820 sktime A unified framework for machine learning with time series sktime 8113
821 pytorch-forecasting Time series forecasting with PyTorch sktime 4090
822 stanza Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages stanfordnlp 7337
823 hummingbird Hummingbird compiles trained ML models into tensor computation for faster inference. microsoft 3374
824 diagrams 🎨 Diagram as Code for prototyping cloud system architectures mingrammer 40117
825 PrettyErrors Prettify Python exception output to make it legible. onelivesleft 2868
826 typer Typer, build great CLIs. Easy to code. Based on Python type hints. fastapi 16229
827 datasette An open source multi-tool for exploring and publishing data simonw 9729
828 xgcm python package for analyzing general circulation model output data xgcm 233
829 Super_Selfish MECLabTUDA 92
830 riptable 64bit multithreaded python data analytics tools for numpy arrays and datasets rtosholdings 376
831 AOMIC-common-scripts Common curation/preprocessing/qc scripts for AOMIC NILAB-UvA 8
832 opytimizer 🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms. gugarosa 611
833 frosch 🐸 Debug faster than a frog catches a fly HallerPatrick 201
834 aim Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. aimhubio 5308
835 yt-dlc media downloader and library for various sites. blackjack4494 2935
836 warp-cli A CLI tool designed to make interacting with Facebook's Open Source Library "Warp Speed Data Transfer" fast and pain-free. JustinTimperio 64
837 probnum Probabilistic Numerics in Python. probabilistic-numerics 447
838 scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals plasma-umass 12368
839 Automation-scripts Repo for creating awesome automation scripts to make my panda lazier python-geeks 1098
840 marley A framework for multi-agent reinforcement learning. cool-RR 273
841 GraphGallery GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab. EdisonLeeeee 461
842 bbox-visualizer Make drawing and labeling bounding boxes easy as cake shoumikchow 391
843 subliminal Subtitles, faster than your thoughts Diaoul 2430
844 fuck-coding-interviews How on earth can I ever think of a solution like that in an interview?! vinta 691
845 pwnagotchi (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning. evilsocket 7972
846 rsmf Right-size my figures johannesjmeyer 175
847 tweepy Twitter for Python! tweepy 10634
848 rex-gym OpenAI Gym environments for an open-source quadruped robot (SpotMicro) nicrusso7 1006
849 moco PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722 facebookresearch 4859
850 pytorch-GANs My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc. gordicaleksa 376
851 PettingZoo An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities Farama-Foundation 2721
852 SuperSuit A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers Farama-Foundation 460
853 datasets 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools huggingface 19473
854 peepdf Powerful Python tool to analyze PDF documents jesparza 1329
855 awesome-discord-communities A curated list of awesome Discord communities for programmers mhxion 2922
856 parsl Parsl - a Python parallel scripting library Parsl 522
857 ultimate-python Ultimate Python study guide 🐍 🐍 🐍 huangsam 5148
858 FinanceToolkit Transparent and Efficient Financial Analysis JerBouma 3095
859 ciftify The tools of the Human Connectome Project (HCP) adapted for working with non-HCP datasets edickie 118
860 genrl A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL SforAiDl 405
861 pydra Pydra Dataflow Engine nipype 123
862 sciluigi A light-weight wrapper library around Spotify's Luigi workflow library to make writing scientific workflows more fluent, flexible and modular pharmbio 334
863 clinicadl Framework for the reproducible processing of neuroimaging data with deep learning methods aramis-lab 162
864 AD-ML Framework for the reproducible classification of Alzheimer's disease using machine learning aramis-lab 41
865 clinica Software platform for clinical neuroimaging studies aramis-lab 233
866 minGPT A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training karpathy 20828
867 eagerpy PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code jonasrauber 695
868 usbkill « usbkill » is an anti-forensic kill-switch that waits for a change on your USB ports and then immediately shuts down your computer. hephaest0s 4471
869 jax_cosmo A differentiable cosmology library in JAX DifferentiableUniverseInitiative 186
870 Transfer-Learning-Library Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization thuml 3531
871 urh Universal Radio Hacker: Investigate Wireless Protocols Like A Boss jopohl 11182
872 tenacity Retrying library for Python jd 6946
873 kornia 🐍 Geometric Computer Vision Library for Spatial AI kornia 10145
874 qaqarot Quantum Computer Library for Everyone Qaqarot 374
875 book xjwanglab 23
876 neurogym A curated collection of neuroscience tasks with a common interface. neurogym 265
877 pooch A friend to fetch your data files fatiando 644
878 CMasher Scientific colormaps for making accessible, informative and 'cmashing' plots 1313e 433
879 snorkel A system for quickly generating training data with weak supervision snorkel-team 5826
880 Sequencer An algorithm that detects one-dimensional sequences in complex datasets dalya 120
881 numexpr Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more pydata 2266
882 ElegantRL Massively Parallel Deep Reinforcement Learning. 🔥 AI4Finance-Foundation 3819
883 cheatsheets Official Matplotlib cheat sheets matplotlib 7390
884 Recommender-System A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on. SSSxCCC 410
885 deepsnap Python library assists deep learning on graphs snap-stanford 555
886 Better-Python-59-Ways Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin SigmaQuan 1391
887 dgl-lifesci Python package for graph neural networks in chemistry and biology awslabs 739
888 caliban Research workflows made easy, locally and in the Cloud. google 495
889 tequila A High-Level Abstraction Framework for Quantum Algorithms tequilahub 377
890 docker-git-webhook 🐳 Pull your Git code into a data volume ready to use in other containers. Provides a webhook, so that the container can get new code pulled in automatically on every push. eduwass 21
891 mmselfsup OpenMMLab Self-Supervised Learning Toolbox and Benchmark open-mmlab 3224
892 confounds Conquering confounds and covariates: methods, library and guidance raamana 37
893 fooof Parameterizing neural power spectra into periodic & aperiodic components. fooof-tools 370
894 pathpy An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models. pathpy 82
895 aqtinstall aqt: Another (unofficial) Qt CLI Installer on multi-platforms miurahr 981
896 pybids Python tools for querying and manipulating BIDS datasets. bids-standard 228
897 acme A library of reinforcement learning components and agents google-deepmind 3564
898 pandas_alive Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling df.plot_animated() JackMcKew 582
899 mlfinlab MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools. hudson-and-thames 4035
900 texar-pytorch Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/ asyml 745
901 SymJAX Documentation: SymJAX 119
902 blackhat-python3 Source code for the book "Black Hat Python" by Justin Seitz. The code has been fully converted to Python 3, reformatted to comply with PEP8 standards and refactored to eliminate dependency issues involving the implementation of deprecated libraries. EONRaider 2095
903 distributedRL A framework for easy prototyping of distributed reinforcement learning algorithms cyoon1729 95
904 littleballoffur Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020) benedekrozemberczki 706
905 pytorch-image-models The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more huggingface 32926
906 labml 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱 labmlai 2089
907 stable-baselines A fork of OpenAI Baselines, implementations of reinforcement learning algorithms hill-a 4201
908 stable-baselines3 PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms. DLR-RM 9556
909 scikit-opt Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) guofei9987 5385
910 interrogate Explain yourself! Interrogate a codebase for docstring coverage. econchick 594
911 open_lth A repository in preparation for open-sourcing lottery ticket hypothesis code. facebookresearch 627
912 Personae 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading. Ceruleanacg 1371
913 nni An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. microsoft 14101
914 rich Rich is a Python library for rich text and beautiful formatting in the terminal. Textualize 50362
915 autosub Command-line utility to transcribe/translate from video/audio/subtitles to subtitles BingLingGroup 1989
916 ckan CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites. ckan 4533
917 SciencePlots Matplotlib styles for scientific plotting garrettj403 7361
918 Learning-to-See-in-the-Dark Learning to See in the Dark. CVPR 2018 cchen156 5471
919 pytorch-cifar100 Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet) weiaicunzai 4368
920 PythonSIFT A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform) rmislam 948
921 ndindex A Python library for manipulating indices of ndarrays Quansight-Labs 99
922 gym-super-mario-bros An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES Kautenja 702
923 vaex Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 vaexio 8325
924 alfred alfred-py: A deep learning utility library for human, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046 lucasjinreal 904
925 invoke Pythonic task management & command execution. pyinvoke 4454
926 celluloid 🎥 Matplotlib animations made easy jwkvam 1125
927 dominance-analysis This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models. dominance-analysis 158
928 pretrain-gnns Strategies for Pre-training Graph Neural Networks snap-stanford 981
929 SingleHDR [CVPR 2020] Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline alex04072000 555
930 ReAgent A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.) facebookresearch 3580
931 torchlayers Shape and dimension inference (Keras-like) for PyTorch layers and neural networks szymonmaszke 570
932 optuna A hyperparameter optimization framework optuna 11243
933 equadratures equadratures 97
934 rxivist API providing access to papers and authors scraped from biorxiv.org blekhmanlab 59
935 ptan PyTorch Agent Net: reinforcement learning toolkit for pytorch Shmuma 538
936 covid-sanity Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19 karpathy 361
937 RLs Reinforcement Learning Algorithms Based on PyTorch StepNeverStop 447
938 norse Deep learning with spiking neural networks (SNNs) in PyTorch. norse 691
939 bsuite bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent google-deepmind 1514
940 autonomous-learning-library A PyTorch library for building deep reinforcement learning agents. cpnota 649
941 reinforcement-learning Minimal and Clean Reinforcement Learning Examples rlcode 3444
942 spinning-up-basic Basic versions of agents from Spinning Up in Deep RL written in PyTorch Kaixhin 198
943 Reinforcement-learning-with-tensorflow Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学 MorvanZhou 9027
944 RL_code RL-code for beginners. Enjoying! Teacher-Guo 110
945 zhusuan A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow thu-ml 2215
946 Deep-Reinforcement-Learning-Algorithms-with-PyTorch PyTorch implementations of deep reinforcement learning algorithms and environments p-christ 5688
947 tianshou An elegant PyTorch deep reinforcement learning library. thu-ml 8115
948 eat_tensorflow2_in_30_days Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 lyhue1991 9957
949 Stock-Trading-Environment A custom OpenAI gym environment for simulating stock trades on historical price data. notadamking 806
950 matplotlib-3d Experimental 3D axis for matplotlib rougier 272
951 HPI Human Programming Interface 🧑👽🤖 karlicoss 1484
952 superstring.py A fast and memory-optimized string library for heavy-text manipulation in Python btwael 250
953 seirsplus Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing. ryansmcgee 663
954 neural_manifolds_replicaMFT schung039 69
955 minimal-hand A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run. CalciferZh 991
956 prefect Prefect is a workflow orchestration framework for building resilient data pipelines in Python. PrefectHQ 18051
957 AnimeGAN A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images. TachibanaYoshino 4514
958 whynot A Python sandbox for decision making in dynamics socialfoundations 420
959 memory_profiler Monitor Memory usage of Python code pythonprofilers 4419
960 python-cheatsheet Comprehensive Python Cheatsheet gto76 36728
961 pytorch-soft-actor-critic PyTorch implementation of soft actor critic pranz24 841
962 scilpy The Sherbrooke Connectivity Imaging Lab (SCIL) Python dMRI processing toolbox scilus 63
963 forbiddenfruit Patch built-in python objects clarete 829
964 portion portion, a Python library providing data structure and operations for intervals. AlexandreDecan 478
965 hcp2bids To convert Human Connectome projects(HCP) data to BIDS std suyashdb 28
966 c-elegans-control EmmaTowlson 14
967 horovod Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. horovod 14339
968 GraphNeuralNetwork Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc. shenweichen 802
969 gluonts Probabilistic time series modeling in Python awslabs 4735
970 riskquant Netflix-Skunkworks 614
971 arxiv-latex-cleaner arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv google-research 5486
972 quantum An open-source Python framework for hybrid quantum-classical machine learning. tensorflow 1845
973 blessings A thin, practical wrapper around terminal capabilities in Python erikrose 1448
974 NPEET Non-parametric Entropy Estimation Toolbox gregversteeg 386
975 Chaos Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video jonnyhyman 1843
976 katana Katana - Automatic CTF Challenge Solver in Python3 JohnHammond 1278
977 kepler-mapper Kepler Mapper: A flexible Python implementation of the Mapper algorithm. scikit-tda 630
978 pydash The kitchen sink of Python utility libraries for doing "stuff" in a functional way. Based on the Lo-Dash Javascript library. dgilland 1347
979 OneForAll OneForAll是一款功能强大的子域收集工具 shmilylty 8574
980 MMdnn MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. microsoft 5809
981 BrainSpace BrainSpace is an open-access toolbox that allows for the identification and analysis of gradients from neuroimaging and connectomics datasets | available in both Python and Matlab | MICA-MNI 198
982 ndlib Network Diffusion Library - (for NetworkX and iGraph) GiulioRossetti 281
983 python-colorlog A colored formatter for the python logging module borntyping 901
984 pytorch-optimizer torch-optimizer -- collection of optimizers for Pytorch jettify 3068
985 PyTorch-VAE A Collection of Variational Autoencoders (VAE) in PyTorch. AntixK 6861
986 CMC [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis HobbitLong 1310
987 stellargraph StellarGraph - Machine Learning on Graphs stellargraph 2962
988 Proxies 100行Python代码快速获得一个代理池,两分钟获得数千个有效代理 0xHJK 584
989 beets music library manager and MusicBrainz tagger beetbox 13112
990 yewtube yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. mps-youtube 8192
991 music-dl search and download music 从网易云音乐、QQ音乐、酷狗音乐、百度音乐、虾米音乐、咪咕音乐等搜索和下载歌曲 0xHJK 3887
992 spotify-downloader Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). spotDL 18403
993 pyphi A toolbox for integrated information theory. wmayner 383
994 tf2-gnn TensorFlow 2 library implementing Graph Neural Networks microsoft 369
995 rlax google-deepmind 1276
996 bidict The bidirectional mapping library for Python. jab 1490
997 ogb Benchmark datasets, data loaders, and evaluators for graph machine learning snap-stanford 1964
998 cdlib Community Discovery Library GiulioRossetti 382
999 mplhep Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling scikit-hep 192
1000 prl Open-source library for a reinforcement learning research. opium-sh 54
1001 tensorflow-generative-model-collections Collection of generative models in Tensorflow hwalsuklee 3915
1002 pytracking Visual tracking library based on PyTorch. visionml 3302
1003 pytorch-cnn-visualizations Pytorch implementation of convolutional neural network visualization techniques utkuozbulak 7933
1004 Lihang Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang] SmirkCao 6049
1005 graph-normalizing-flows Code for Graph Normalizing Flows. jliu 60
1006 contextualise Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources brettkromkamp 1065
1007 numpyro Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. pyro-ppl 2366
1008 opnieuw One weird trick to make your code more reliable channable 293
1009 POT POT : Python Optimal Transport PythonOT 2474
1010 GraphRicciCurvature A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph. saibalmars 240
1011 threadpoolctl Python helpers to limit the number of threads used in native libraries that handle their own internal threadpool (BLAS and OpenMP implementations) joblib 357
1012 inlinec Effortlessly write inline C functions in Python ssize-t 476
1013 catalyst Accelerated deep learning R&D catalyst-team 3316
1014 pymdptoolbox Markov Decision Process (MDP) Toolbox for Python sawcordwell 530
1015 stochastic Generate realizations of stochastic processes in python. crflynn 468
1016 neurolib Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬 neurolib-dev 419
1017 codetiming A flexible, customizable timer for your Python code realpython 286
1018 FrEIA Framework for Easily Invertible Architectures vislearn 788
1019 mici Manifold Markov chain Monte Carlo methods in Python matt-graham 225
1020 openpilot openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars. commaai 51683
1021 gin-config Gin provides a lightweight configuration framework for Python google 2071
1022 trax Trax — Deep Learning with Clear Code and Speed google 8142
1023 imgaug Image augmentation for machine learning experiments. aleju 14495
1024 the-gan-zoo A list of all named GANs! hindupuravinash 14419
1025 pandapy PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai) firmai 547
1026 pytorch-metric-learning The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch. KevinMusgrave 6066
1027 C1GamesStarterKit Starter kit for new players of Terminal. Contains starter-algo and a basic CLI for running/debugging algo's locally. correlation-one 227
1028 CogDL CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023) THUDM 1753
1029 torchio Medical imaging toolkit for deep learning fepegar 2114
1030 karateclub Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) benedekrozemberczki 2184
1031 PyCX PyCX is a Python-based sample code repository for complex systems research and education. hsayama 224
1032 matplotlib-tutorial Matplotlib tutorial for beginner rougier 2991
1033 proplot 🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics proplot-dev 1120
1034 guider A Versatile Performance Analysis Tool Enhanced with Continuous Monitoring and Command-Based API Integration iipeace 631
1035 PhotoWakeUpHMR HMR modified for PhotoWakeUP input kekedan 77
1036 dm_memorytasks A set of 13 diverse machine-learning tasks that require memory to solve. google-deepmind 221
1037 fastapi FastAPI framework, high performance, easy to learn, fast to code, ready for production fastapi 79705
1038 plumbum Plumbum: Shell Combinators tomerfiliba 2858
1039 boto3 AWS SDK for Python boto 9145
1040 remi Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet. rawpython 3544
1041 tnt A lightweight library for PyTorch training tools and utilities pytorch 1678
1042 ignite High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. pytorch 4569
1043 trio Trio – a friendly Python library for async concurrency and I/O python-trio 6316
1044 metaflow Open Source AI/ML Platform Netflix 8457
1045 streamlit Streamlit — A faster way to build and share data apps. streamlit 36761
1046 pyodide Pyodide is a Python distribution for the browser and Node.js based on WebAssembly pyodide 12577
1047 GPT2-Chinese Chinese version of GPT2 training code, using BERT tokenizer. Morizeyao 7507
1048 Pyrr 3D mathematical functions using NumPy adamlwgriffiths 405
1049 normalizing-flows Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch. tonyduan 273
1050 GPy Gaussian processes framework in python SheffieldML 2064
1051 quantumflow QuantumFlow: A Quantum Algorithms Development Toolkit gecrooks 59
1052 dimensionality_reduction_alo_codes 特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现 heucoder 2321
1053 EnAET EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning wang3702 69
1054 sickchill Less rage, more chill. SickChill 2407
1055 HackingNeuralNetworks A small course on exploiting and defending neural networks Kayzaks 2565
1056 mitogen Distributed self-replicating programs in Python mitogen-hq 2357
1057 torchdiffeq Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation. rtqichen 5719
1058 OpenNE An Open-Source Package for Network Embedding (NE) thunlp 1691
1059 GPF GPF(Graph Processing Flow):利用图神经网络处理问题的一般化流程 xchadesi 91
1060 dovpanda Directions overlay for working with pandas in an analysis environment dovpanda-dev 475
1061 click Python composable command line interface toolkit pallets 15967
1062 Metrics Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave benhamner 1634
1063 awesome-python An opinionated list of awesome Python frameworks, libraries, software and resources. vinta 230932
1064 ludwig Low-code framework for building custom LLMs, neural networks, and other AI models ludwig-ai 11275
1065 Ax Adaptive Experimentation Platform facebook 2408
1066 cachier Persistent, stale-free, local and cross-machine caching for Python functions. python-cachier 581
1067 snakeviz An in-browser Python profile viewer jiffyclub 2381
1068 pyperf Toolkit to run Python benchmarks psf 829
1069 proxy.py 💫 Ngrok FRP Alternative • ⚡ Fast • 🪶 Lightweight • 0️⃣ Dependency • 🔌 Pluggable • 😈 TLS interception • 🔒 DNS-over-HTTPS • 🔥 Poor Man's VPN • ⏪ Reverse & ⏩ Forward • 👮🏿 "Proxy Server" framework • 🌐 "Web Server" framework • ➵ ➶ ➷ ➠ "PubSub" framework • 👷 "Work" acceptor & executor framework abhinavsingh 3136
1070 traceml Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon. polyaxon 512
1071 ydata-profiling 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames. ydataai 12652
1072 optimus 🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark hi-primus 1488
1073 pyjanitor Clean APIs for data cleaning. Python implementation of R package Janitor pyjanitor-devs 1385
1074 python-ftfy Fixes mojibake and other glitches in Unicode text, after the fact. rspeer 3841
1075 pandas_flavor The easy way to write your own flavor of Pandas pyjanitor-devs 301
1076 pandas-log The goal of pandas-log is to provide feedback about basic pandas operations. It provides simple wrapper functions for the most common functions that add additional logs eyaltrabelsi 214
1077 colorama Simple cross-platform colored terminal text in Python tartley 3594
1078 knockknock 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code huggingface 2799
1079 recursive Recursive Mono & Sans is a variable font family for code & UI arrowtype 3356
1080 deep_learning_object_detection A paper list of object detection using deep learning. hoya012 11350
1081 KernelGCN Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs bluer555 34
1082 spaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python explosion 30689
1083 MouseBrainHierarchy AllenInstitute 13
1084 pytorch-OpCounter Count the MACs / FLOPs of your PyTorch model. Lyken17 4941
1085 detectron2 Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. facebookresearch 31023
1086 Detectron FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. facebookresearch 26294
1087 hyperopt-sklearn Hyper-parameter optimization for sklearn hyperopt 1598
1088 hyperopt Distributed Asynchronous Hyperparameter Optimization in Python hyperopt 7318
1089 pyzotero Pyzotero: a Python client for the Zotero API urschrei 938
1090 fairseq Facebook AI Research Sequence-to-Sequence Toolkit written in Python. facebookresearch 30821
1091 tensor2tensor Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. tensorflow 15743
1092 trip-planner A CLI tool for planning trip itinerary. adl1995 351
1093 cvxpylayers Differentiable convex optimization layers cvxgrp 1859
1094 livelossplot Live training loss plot in Jupyter Notebook for Keras, PyTorch and others stared 1303
1095 giotto-tda A high-performance topological machine learning toolbox in Python giotto-ai 870
1096 h36m-fetch Human 3.6M 3D human pose dataset fetcher anibali 369
1097 PHATE PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data. KrishnaswamyLab 484
1098 torchani Accurate Neural Network Potential on PyTorch aiqm 481
1099 tSNE-Animation Hacking sklearn's t-SNE implementation to animate embedding process KellerJordan 53
1100 trimap TriMap: Large-scale Dimensionality Reduction Using Triplets eamid 309
1101 deep-kernel-transfer Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020) BayesWatch 202
1102 neural-structured-learning Training neural models with structured signals. tensorflow 985
1103 HCP-Tractography Dipy pipeline for reconstruction and tracking of tractography from Human Connectome Project dataset FBK-NILab 9
1104 abcd-hcp-pipeline bids application for processing functional MRI data, robust to scanner, acquisition and age variability. DCAN-Labs 50
1105 python-topology An easy-to-use module for dealing with topological data in python. CarsonScott 5
1106 captum Model interpretability and understanding for PyTorch pytorch 5039
1107 NeMo A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech) NVIDIA 12890
1108 sotabench-eval Easily evaluate machine learning models on public benchmarks paperswithcode 171
1109 torchbench Easily benchmark machine learning models in PyTorch paperswithcode 148
1110 robel ROBEL: Robotics Benchmarks for Learning with low-cost robots google-research 139
1111 DeepCCA An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch. Michaelvll 300
1112 HRERE Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126 billy-inn 69
1113 HAN Heterogeneous Graph Neural Network Jhy1993 1110
1114 metriclearningbench Metric learning models in PyTorch with results on CUB2011, CARS196, Stanford Online Products vadimkantorov 65
1115 pyglmnet Python implementation of elastic-net regularized generalized linear models glm-tools 280
1116 graphbrain Language, Knowledge, Cognition graphbrain 586
1117 backpack This repository is no longer maintained. Check toiaydcdyywlhzvlob 81
1118 python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate. astanin 2225
1119 higher higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps. facebookresearch 1602
1120 pytorch_memlab Profiling and inspecting memory in pytorch Stonesjtu 1039
1121 gpustat 📊 A simple command-line utility for querying and monitoring GPU status wookayin 4112
1122 Greedy_InfoMax Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations loeweX 285
1123 Cyberbrain-Deprecated [Deprecation] This project has been deprecated. Development moved to github.com/laike9m/Cyberbrain laike9m 166
1124 Graph-U-Nets Pytorch implementation of Graph U-Nets (ICML19) HongyangGao 523
1125 Torchelie Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch. Vermeille 111
1126 HORD Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates ili3p 114
1127 BioNEV Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020) xiangyue9607 226
1128 torchdatasets PyTorch dataset extended with map, cache etc. (tensorflow.data like) szymonmaszke 328
1129 torchfunc PyTorch functions and utilities to make your life easier szymonmaszke 195
1130 cupy NumPy & SciPy for GPU cupy 9692
1131 opt_einsum ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization. dgasmith 876
1132 Efficient-PyTorch My best practice of training large dataset using PyTorch. Lyken17 1092
1133 DeepESN Deep Echo State Network (DeepESN) Python library lucapedrelli 118
1134 pyquil A Python library for quantum programming using Quil. rigetti 1431
1135 graphsage-simple Simple reference implementation of GraphSAGE. williamleif 1003
1136 pytorch_active_learning PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book rmunro 949
1137 howdoi instant coding answers via the command line gleitz 10645
1138 tqdm_multi_thread A tqdm multi-thread helper boydfd 11
1139 pytorch-tutorial PyTorch Tutorial for Deep Learning Researchers yunjey 30600
1140 cs230-code-examples Code examples in pyTorch and Tensorflow for CS230 cs230-stanford 3979
1141 kubernetes-workshop ⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it. eon01 3233
1142 pyvista 3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK) pyvista 2855
1143 organize The file management automation tool. tfeldmann 2440
1144 abagen A toolbox for working with Allen Human Brain Atlas microarray expression data rmarkello 94
1145 PXL A collection of small bits of code useful for dealing with data, plotting, etc. petebachant 12
1146 awkward-0.x Manipulate arrays of complex data structures as easily as Numpy. scikit-hep 215
1147 OptimalLinkPrediction This page is a companion for our paper on optimal link prediction, written by Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, and Aaron Clauset. (arXiv:1909.07578) Aghasemian 64
1148 learn2learn A PyTorch Library for Meta-learning Research learnables 2698
1149 pytorch-meta A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch tristandeleu 2004
1150 transformers 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. huggingface 137736
1151 biobert Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining dmis-lab 1990
1152 pymanopt Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation pymanopt 787
1153 arsenal Arsenal of python utilities. timvieira 273
1154 DeepMouse The code base for simulating learning in the mouse brain visual cortex using anatomically-guided deep neural networks arnaghosh 3
1155 clip-as-service 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP jina-ai 12527
1156 TopologyLayer A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch bruel-gabrielsson 380
1157 superintendent Practical active learning in python janfreyberg 189
1158 distribution-is-all-you-need The basic distribution probability Tutorial for Deep Learning Researchers graykode 1629
1159 mouse_connectivity_models Python package providing mesoscale connectivity models for mouse. AllenInstitute 39
1160 Long-range-micro-connectome BlueBrain's recipe writer to parameterize structure and logic of a mouse whole-neocortex connectome BlueBrain 10
1161 reinforcement-learning-an-introduction Python Implementation of Reinforcement Learning: An Introduction ShangtongZhang 13749
1162 TensorLayer Deep Learning and Reinforcement Learning Library for Scientists and Engineers tensorlayer 7334
1163 D3DShot Extremely fast and robust screen capture on Windows with the Desktop Duplication API SerpentAI 338
1164 diff2vec Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX. benedekrozemberczki 127
1165 awesome-data-comp-solution 数据科学/人工智能比赛解决方案汇总 apachecn 525
1166 viscm A tool for visualizing and designing colormaps using colorspacious and matplotlib matplotlib 172
1167 vapeplot matplotlib extension for vaporwave aesthetics dantaki 582
1168 py-findpeaks Overview of the peaks dectection algorithms available in Python MonsieurV 765
1169 openqasm Quantum assembly language for extended quantum circuits openqasm 1270
1170 floweaver View flow data as Sankey diagrams ricklupton 448
1171 pyheatmagic IPython magic command to profile and view your python code as a heat map. csurfer 1032
1172 pprofile Line-granularity, thread-aware deterministic and statistic pure-python profiler vpelletier 448
1173 snoop A powerful set of Python debugging tools, based on PySnooper alexmojaki 1308
1174 PySnooper Never use print for debugging again cool-RR 16413
1175 heartrate Simple real time visualisation of the execution of a Python program. alexmojaki 1791
1176 tavern A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax taverntesting 1043
1177 pytorch-lightning Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes. Lightning-AI 28819
1178 sistine Turn a MacBook into a Touchscreen with $1 of Hardware bijection 3253
1179 apprise Apprise - Push Notifications that work with just about every platform! caronc 12456
1180 geomloss Geometric loss functions between point clouds, images and volumes jeanfeydy 609
1181 NetDynFlow A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow. mb-BCA 10
1182 vedo A python module for scientific analysis of 3D data based on VTK and Numpy marcomusy 2075
1183 torchprof PyTorch layer-by-layer model profiler awwong1 606
1184 gpytorch A highly efficient implementation of Gaussian Processes in PyTorch cornellius-gp 3628
1185 python-hunter Hunter is a flexible code tracing toolkit. ionelmc 803
1186 smiley Python Application Tracer smiley-debugger 390
1187 behave BDD, Python style. behave 3228
1188 Axelrod A research tool for the Iterated Prisoner's Dilemma Axelrod-Python 741
1189 CSrankings A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas. emeryberger 2770
1190 numpy-ml Machine learning, in numpy ddbourgin 15870
1191 mbbl WilsonWangTHU 389
1192 examples Learn to create a desktop app with Python and Qt pyqt 2418
1193 pystan2 PyStan, the Python interface to Stan stan-dev 922
1194 rlpyt Reinforcement Learning in PyTorch astooke 2241
1195 multiscalebrainparcellator Multi-Scale Brain Parcellator, part of the Connectome Mapping Toolkit (CMTK), is a BIDS App that implements a full anatomical MRI processing pipeline, from raw T1w data to structural brain parcellation at five different scales. sebastientourbier 12
1196 skggm Scikit-learn compatible estimation of general graphical models skggm 245
1197 tf-gnn-samples TensorFlow implementations of Graph Neural Networks microsoft 917
1198 posthoc Post-hoc modification of linear models wmvanvliet 8
1199 pypes Reusable neuroimaging pipelines using nipype Neurita 16
1200 gconvRNN Graph convolutional recurrent neural network youngjoo-epfl 179
1201 ClusterGCN A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019). benedekrozemberczki 791
1202 nvidia-htop A tool for enriching the output of nvidia-smi. peci1 548
1203 Brancher A user-centered Python package for differentiable probabilistic inference AI-DI 202
1204 P-GNN Position-aware Graph Neural Networks JiaxuanYou 398
1205 TensorNetwork A library for easy and efficient manipulation of tensor networks. google 1826
1206 OpenBCI_Python The Python software library designed to work with OpenBCI hardware. openbci-archive 515
1207 AttentionWalk A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018). benedekrozemberczki 323
1208 ASTGCN-2019-mxnet ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch Davidham3 397
1209 gated-graph-transformer-network Code to accompany the paper "Learning Graphical State Transitions" danieldjohnson 169
1210 KnowledgeGraphEmbedding DeepGraphLearning 1294
1211 munkres Munkres algorithm for Python bmc 227
1212 ray Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. ray-project 34933
1213 dvc 🦉 Data Versioning and ML Experiments iterative 14093
1214 datalad Keep code, data, containers under control with git and git-annex datalad 551
1215 Generative-Adversarial-Networks-Roadmap The Roadmap to Learn Generative Adversarial Networks (GANs) instillai 388
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