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Top 33 wgan open source projects

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

✭ 252

python nlp gan gans text-generation wgan

Gan Tutorial

Simple Implementation of many GAN models with PyTorch.

✭ 227

jupyter-notebook pytorch gan mnist dcgan wgan celeba wgan-gp

Pytorch Generative Model Collections

Collection of generative models in Pytorch version.

✭ 2,296

python pytorch gan package generative-adversarial-network collection mnist wgan wgan-gp infogan ebgan lsgan began cgan dragan conditional-gan acgan fashion-mnist

Dcgan wgan wgan Gp lsgan sngan rsgan began acgan pggan tensorflow

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

✭ 166

python tensorflow generative-adversarial-network dcgan wgan wgan-gp

Gan theories

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

✭ 158

python dcgan wgan

Pytorch Gan

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

✭ 150

jupyter-notebook gan wgan

Generative adversarial networks 101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

✭ 138

jupyter-notebook deep-learning tensorflow keras gan generative-adversarial-network gans mnist dcgan generative-adversarial-networks cifar10 wgan

Tf Exercise Gan

Tensorflow implementation of different GANs and their comparisions

✭ 110

python gan mnist evaluation dcgan wgan celeba

Ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

✭ 1,446

Jupyter Notebook pytorch tensorflow keras dcgan pix2pix cyclegan lasagne wgan wgan-gp infogan dragan

Wasserstein Gan

Chainer implementation of Wasserstein GAN

✭ 95

python gan chainer dcgan wgan

Unified Gan Tensorflow

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

✭ 93

python tensorflow gan wgan wgan-gp

Anime gan

GAN models with Anime.

✭ 56

python python3 pytorch anime dcgan wgan

Wae Pytorch

✭ 47

python vae wgan

Deeplearningmugenknock

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

✭ 684

jupyter-notebook deep-learning machine-learning pytorch tensorflow keras neural-network deeplearning seq2seq machinelearning vae chainer dcgan wgan wgan-gp

Awesome Gans

Awesome Generative Adversarial Networks with tensorflow

✭ 585

python machine-learning tensorflow gan generative-adversarial-network dcgan arxiv wgan wgan-gp

Tf.gans Comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

✭ 477

python tensorflow gan gans dcgan wgan celeba wgan-gp

Generative Models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

✭ 438

python jupyter-notebook machine-learning pytorch gan generative-adversarial-network autoencoder vae wgan

Tensorflow Generative Model Collections

Collection of generative models in Tensorflow