Generative Models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Tensorflow Generative Model Collections | 3,570 | 6 years ago | 22 | apache-2.0 | Python | |||||
| Collection of generative models in Tensorflow | ||||||||||
| Pytorch Generative Model Collections | 1,985 | 4 years ago | 22 | Python | ||||||
| Collection of generative models in Pytorch version. | ||||||||||
| Deeplearningimplementations | 1,772 | 3 years ago | 25 | mit | Python | |||||
| Implementation of recent Deep Learning papers | ||||||||||
| Generative Models | 414 | 5 years ago | 1 | mit | Jupyter Notebook | |||||
| Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN | ||||||||||
| Gan Tutorial | 190 | 4 years ago | Jupyter Notebook | |||||||
| Simple Implementation of many GAN models with PyTorch. | ||||||||||
| Gans Collections Tf2.0_keras Eager_mode | 85 | 5 years ago | 2 | Python | ||||||
| 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 Mnist | 18 | 6 years ago | n,ull | Python | ||||||
| Playing with MNIST. Machine Learning. Generative Models. | ||||||||||
| Generative Models Collection | 12 | 5 years ago | 1 | mit | Python | |||||
| PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN | ||||||||||
| Cytogan | 11 | 4 years ago | 3 | Python | ||||||
| Repository for my research on generative modelling of cell images | ||||||||||
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Generative Adversarial Network
Autoencoder
Generative Model
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