farfallawang / advanced-ml-implementations

Implemented several advanced ml algorithms (eg. GAN, Denoised Autoencoder, Variational Autoencoder)

Implement four advanced machine learning algorithms from scratch in python, including the following:

1. GAN

2. Denoising auto-encoder (dAE)

3. Variational auto-encoder (VAE)

4. generated adversarial examples to fool ResNet

Note: First three models have been tested on MNIST dataset