Implementation of ACGAN, based on https://github.com/znxlwm/pytorch-generative-model-collections.

Interfaces and general functionality for generative models, such as a score function.

This brings together a number of models implementing GAN.

Evaluation metrics for quality of outputs of generative models.

Sequential generator model - sample the outputs vector iteratively entry by entry.

For an output vector of size n, n models are trained. First model learns the distribution of first entry in output vector. Second model learns the distribution of second entry, conditioned on first one. Thirs model l...

This script demonstrates how to build a variational autoencoder with Keras.

Reference: "Auto-Encoding Variational Bayes" https://arxiv.org/abs/1312.6114

Implementation of Wasserstein discriminator as in https://arxiv.org/pdf/1701.07875.pdf and related publications.

This implementation is Keras based.