Generative Models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Tensorflow Generative Model Collections3,570
6 years ago22apache-2.0Python
Collection of generative models in Tensorflow
Pytorch Generative Model Collections1,985
4 years ago22Python
Collection of generative models in Pytorch version.
Deeplearningimplementations1,772
4 years ago25mitPython
Implementation of recent Deep Learning papers
Generative Models414
6 years ago1mitJupyter Notebook
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Gan Tutorial190
5 years agoJupyter Notebook
Simple Implementation of many GAN models with PyTorch.
Gans Collections Tf2.0_keras Eager_mode85
5 years ago2Python
This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN
Fun With Mnist18
6 years agon,ullPython
Playing with MNIST. Machine Learning. Generative Models.
Generative Models Collection12
5 years ago1mitPython
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Cytogan11
4 years ago3Python
Repository for my research on generative modelling of cell images
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