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The Top 23 Pytorch Generative Model Open Source Projects

Open source projects categorized as Pytorch Generative Model
Categories > Machine Learning > Generative Model
Jukebox ⭐ 6,597
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit a year ago
Denoising Diffusion Pytorch ⭐ 6,259
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
dependent packages 1total releases 186most recent commit 3 months agopypi denoising-diffusion-pytorch} Downloads
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 5 years ago
Stargan ⭐ 5,187
StarGAN - Official PyTorch Implementation (CVPR 2018)
most recent commit 3 years ago
Stargan V2 ⭐ 3,185
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
most recent commit a year ago
Stylegan2 Pytorch ⭐ 3,147
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
dependent packages 2total releases 146most recent commit 2 years agopypi stylegan2-pytorch} Downloads
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 3 years ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 3 years ago
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13most recent commit 10 months agopypi piq} Downloads
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 6 years ago
Probtorch ⭐ 822
Probabilistic Torch is library for deep generative models that extends PyTorch
most recent commit 2 years ago
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3most recent commit 3 months agopypi torch-fidelity} Downloads
Nflows ⭐ 763
Normalizing flows in PyTorch
dependent packages 10total releases 4most recent commit 5 months agopypi nflows} Downloads
Pytorch Vqvae ⭐ 679
Vector Quantized VAEs - PyTorch Implementation
most recent commit 9 months ago
Score_sde_pytorch ⭐ 679
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
most recent commit a year ago
Meshdiffusion ⭐ 620
Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)
most recent commit 8 months ago
Sentence Vae ⭐ 569
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
most recent commit a year ago
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17most recent commit 2 years agopypi torch-mimicry} Downloads
Semi Supervised Pytorch ⭐ 554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
most recent commit 4 years ago
Blended Latent Diffusion ⭐ 458
Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]
most recent commit 4 months ago
Generative Models ⭐ 414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
most recent commit 5 years ago
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 months ago
Joint Vae ⭐ 384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
most recent commit 5 years ago
The 6 Most Depended On Pytorch Generative Model Open Source Projects
Nflows ⭐ 763
Normalizing flows in PyTorch
dependent packages 10total releases 4latest release December 02, 2020most recent commit 5 months agopypi nflows} Downloads
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3latest release June 15, 2021most recent commit 3 months agopypi torch-fidelity} Downloads
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13latest release July 04, 2023most recent commit 10 months agopypi piq} Downloads
Denoising Diffusion Pytorch ⭐ 6,259
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
dependent packages 1total releases 186latest release October 23, 2023most recent commit 3 months agopypi denoising-diffusion-pytorch} Downloads
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17latest release August 14, 2020most recent commit 2 years agopypi torch-mimicry} Downloads
The 10 Latest Releases In Pytorch Generative Model Open Source Projects
Denoising Diffusion Pytorch ⭐ 6,259
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
dependent packages 1total releases 186latest release October 23, 2023most recent commit 3 months agopypi denoising-diffusion-pytorch} Downloads
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13latest release July 04, 2023most recent commit 10 months agopypi piq} Downloads
Consistency Models ⭐ 89
Toolkits for OpenAI's Consistency Models.
total releases 11latest release April 14, 2023most recent commit a year ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 10 months ago
Mimikit ⭐ 12
Music Modeling Kit
total releases 27latest release May 24, 2022most recent commit a year ago
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99latest release March 11, 2022most recent commit 5 months ago
Toy_gradlogp ⭐ 8
Some toy examples of score matching algorithms written in PyTorch
total releases 4latest release December 21, 2021most recent commit 2 years ago
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