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compare_gan

Compare GAN code.

coulomb_gan

Implementation of Coulomb GANs

coulomb_gan_chainer

Coulomb GAN implemented in Chainer.

cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dragan

A stable algorithm for GAN training

gan-convergence

gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

gan-theories

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

generative_model_zoo

gradient_regularized_gan

Code for "Gradient descent GAN optimization is locally stable"

improved-gan

Code for the paper "Improved Techniques for Training GANs"

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

introduction-to-gan

Introduction to Generative Adversarial Networks

mix-plus-gans

Code for the paper Generalization and Equilibrium in GANs

models

Models and examples built with TensorFlow

pggan

A implement of PGGAN for tensorflow version(progressive growing GANs for improved quality, stability and variation)

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

progressive_growing_of_gans_tensorflow

Tensorflow implement of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

ramcodes

Experiments with Git

stargan

Official Implementation of StarGAN - CVPR 2018

tensorboardcolab

A library make TensorBoard working in Colab Google

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

tf-sndcgan

Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

thenumericsofgans

This repository contains the code to reproduce the core results from the paper "The Numerics of GANs".

ttur

Two time-scale update rule for training GANs