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wgan-gp

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ddbourgin /numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

UpdatedOct 29, 2023
Python

hwalsuklee /tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorflow gan mnist infogan generative-model vae ebgan generative-adversarial-networks wgan cvae lsgan variational-autoencoder began cgan wgan-gp generative-models dragan acgan fashion-mnist improved-wgan

UpdatedAug 8, 2022
Python

znxlwm /pytorch-generative-model-collections

Collection of generative models in Pytorch version.

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

UpdatedApr 12, 2020
Python

caogang /wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

pytorch wgan-gp

UpdatedJul 18, 2023
Python

tjwei /GANotebooks

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

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

UpdatedFeb 11, 2018
Jupyter Notebook

kozistr /Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

machine-learning tensorflow generative-adversarial-network gan dcgan ebgan arxiv wgan srgan lsgan began cgan wgan-gp dragan acgan sagan stargan lapgan cogan f-gan

UpdatedJun 25, 2022
Python

kwotsin /mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

python machine-learning pytorch gan dcgan reproducibility gans generative-adversarial-networks cvpr cgan wgan-gp generative-models ssgan sngan cvpr2020 sngan-projection cvpr20 infomax-gan

UpdatedAug 7, 2022
Python

khanrc /tf.gans-comparison

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

tensorflow gan dcgan ebgan gans celeba wgan lsgan lsun began wgan-gp dragan

UpdatedMar 9, 2018
Python

jalola /improved-wgan-pytorch

Improved WGAN in Pytorch

pytorch wgan-gp wasserstein-gans acgan

UpdatedJul 16, 2023
Python

LynnHo /DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2

Reimplementation of GANs

tensorflow gan dcgan gans wgan lsgan wgan-gp dragan wasserstein-gans tensorflow2

UpdatedDec 13, 2021
Python

pfnet-research /chainer-gan-lib

Chainer implementation of recent GAN variants

deep-learning generative-adversarial-network dcgan wgan-gp

UpdatedMar 24, 2023
Python

Yangyangii /GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

pytorch gan mnist infogan dcgan regularization celeba wgan began wgan-gp infogan-pytorch conditional-gan pytorch-gan gan-implementations vanilla-gan gan-pytorch gan-tutorial stanford-cars cars-dataset began-pytorch

UpdatedFeb 22, 2023
Jupyter Notebook

EmilienDupont /wgan-gp

Pytorch implementation of Wasserstein GANs with Gradient Penalty

pytorch gan wasserstein-gan wgan-gp gradient-penalty

UpdatedDec 4, 2020
Python

MingtaoGuo /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

tensorflow generative-adversarial-network dcgan colab wgan began wgan-gp acgan pggan sngan face-generative rsgan rasgan

UpdatedAug 20, 2022
Python

w86763777 /pytorch-gan-collections

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

pytorch dcgan wgan-gp sngan fid-score

UpdatedJan 13, 2022
Python

LynnHo /DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

pytorch dcgan lsgan wgan-gp dragan

UpdatedDec 13, 2021
Python

krishk97 /ECE-C247-EEG-GAN

GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.

eeg dcgan vae wgan wgan-gp tensorflow2

UpdatedMar 26, 2020
Jupyter Notebook

LixiangHan /GANs-for-1D-Signal

implementation of several GANs with pytorch

pytorch gan wgan wgan-gp raman-spectra gcgan

UpdatedApr 28, 2022
Python

lilianweng /unified-gan-tensorflow

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

tensorflow gan wgan wgan-gp dcgan-tensorflow

UpdatedAug 27, 2018
Python

archsyscall /GANs-TensorFlow2

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

tensorflow tf2 generative-adversarial-network gan dcgan deeplearning wgan tf lsgan wgan-gp ssgan tensorflow2

UpdatedMay 10, 2020
Python

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