Circle fitting GAN

A simple GAN code to learn on how it can fit a Circle using 2 and 3 features

Here are two videos showing the fitting of circles. I used two features and three features to fit the GANs. Additionally there is VAE-GAN to fit the circle

The following are from 2 and 3 feature GAN

2 feature GAN fitting

3 feature GAN fitting

VAE-GAN from 2 features fit

2 feature VAE-GAN fitting