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The Top 1,016 Generative Model Open Source Projects

Categories > Machine Learning > Generative Model
First Order Model ⭐ 12,669
This repository contains the source code for the paper First Order Motion Model for Image Animation
most recent commit 21 days ago
Dcgan Tensorflow ⭐ 6,761
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
most recent commit 2 years ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 4 years ago
Stargan ⭐ 4,829
StarGAN - Official PyTorch Implementation (CVPR 2018)
most recent commit 2 years ago
Jukebox ⭐ 4,560
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit a year ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 2total releases 28most recent commit 3 years agopypi Edward} Downloads
Tensorflow Generative Model Collections ⭐ 3,570
Collection of generative models in Tensorflow
most recent commit 4 years 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 145most recent commit 2 months agopypi stylegan2-pytorch} Downloads
Singan ⭐ 3,087
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 2 months ago
Stargan V2 ⭐ 2,896
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
most recent commit 3 months ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 2 years ago
Pulse ⭐ 2,673
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
most recent commit 2 years ago
Awesome Diffusion Models ⭐ 2,569
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
most recent commit 3 days ago
Zhusuan ⭐ 1,849
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 3 years ago
Denoising Diffusion Pytorch ⭐ 1,770
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
total releases 98most recent commit 5 days ago
Awesome Semi Supervised Learning ⭐ 1,297
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 3 days ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit a year ago
Continual Learning ⭐ 934
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
most recent commit a month ago
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 5 years ago
Began Tensorflow ⭐ 910
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
most recent commit 5 years ago
Giraffe ⭐ 908
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
most recent commit 8 months ago
Adain Style ⭐ 902
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
most recent commit 5 years ago
Benchmark_vae ⭐ 886
Unifying Generative Autoencoder implementations in Python
total releases 5most recent commit 19 days ago
Tensorflow2 Generative Models ⭐ 833
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
most recent commit 2 years ago
Blend_my_nfts ⭐ 825
Easily generate thousands of 3D models, images, and animation NFTs automatically in Blender for free with Blend_My_NFTs.
most recent commit 25 days ago
Probtorch ⭐ 822
Probabilistic Torch is library for deep generative models that extends PyTorch
most recent commit 8 months ago
Delving Deep Into Gans ⭐ 817
Generative Adversarial Networks (GANs) resources sorted by citations
most recent commit 3 years ago
Instagan ⭐ 784
InstaGAN: Instance-aware Image Translation (ICLR 2019)
most recent commit a year ago
Piq ⭐ 754
Measures and metrics for image2image tasks. PyTorch.
total releases 11most recent commit 21 days ago
Gan ⭐ 741
Tooling for GANs in TensorFlow
dependent packages 1total releases 4most recent commit 5 months agopypi tensorflow-gan} Downloads
Autovc ⭐ 687
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
most recent commit 5 months ago
Curated List Of Awesome 3d Morphable Model Software And Data ⭐ 664
The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.
most recent commit 2 months ago
Kogpt ⭐ 618
KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
most recent commit 7 months ago
Segan ⭐ 589
Speech Enhancement Generative Adversarial Network in TensorFlow
most recent commit 3 years ago
Parrot ⭐ 582
RNN-based generative models for speech.
most recent commit 5 years ago
Score_sde_pytorch ⭐ 569
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
most recent commit 7 days ago
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
total releases 17most recent commit 2 months ago
Semi Supervised Pytorch ⭐ 554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
most recent commit 3 years ago
Simulated Unsupervised Tensorflow ⭐ 548
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
most recent commit 3 years ago
Generalization Causality ⭐ 508
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization model各式各样研究的阅读笔记
most recent commit 10 days ago
Sentence Vae ⭐ 506
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
Moses ⭐ 493
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
most recent commit a year ago
Pixel Rnn Tensorflow ⭐ 474
in progress
most recent commit 3 years ago
Dancenet ⭐ 453
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
most recent commit 3 years ago
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
most recent commit a year ago
Seqgan ⭐ 441
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
most recent commit 4 years ago
Diffusion Models Papers Survey Taxonomy ⭐ 432
Diffusion model papers, survey, and taxonomy
most recent commit 8 days ago
Pixyz ⭐ 425
A library for developing deep generative models in a more concise, intuitive and extendable way
total releases 10most recent commit 9 months ago
Texturize ⭐ 415
🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.
total releases 13most recent commit 2 years ago
Nips14 Ssl ⭐ 414
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
most recent commit 8 years 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 4 years ago
Vunet ⭐ 410
A generative model conditioned on shape and appearance.
most recent commit 3 years ago
Dl_topics ⭐ 409
List of DL topics and resources essential for cracking interviews
most recent commit 10 days ago
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7most recent commit 4 months ago
Rewriting ⭐ 407
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
most recent commit 2 years ago
Probabilistic_unet ⭐ 400
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
most recent commit 2 years ago
Ffjord ⭐ 388
code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".
most recent commit 2 years ago
Joint Vae ⭐ 384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
most recent commit 3 years ago
Rave ⭐ 377
Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
most recent commit 3 months ago
Gran ⭐ 363
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
most recent commit 5 months ago
Score_sde ⭐ 361
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
most recent commit a year ago
Notes ⭐ 352
Course notes
most recent commit 7 months ago
Gif ⭐ 344
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
most recent commit 13 days ago
Torch Fidelity ⭐ 318
High-fidelity performance metrics for generative models in PyTorch
total releases 3most recent commit 10 months ago
Cppn Gan Vae Tensorflow ⭐ 316
Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.
most recent commit 6 years ago
Deep Generative Models For Natural Language Processing ⭐ 308
DGMs for NLP. A roadmap.
most recent commit 2 months ago
Pytorch Vqvae ⭐ 306
Vector Quantized VAEs - PyTorch Implementation
most recent commit 3 years ago
Ncsn ⭐ 304
Noise Conditional Score Networks (NeurIPS 2019, Oral)
most recent commit a year ago
Vitutorial ⭐ 283
This repository stores slides for a tutorial on variational inference for NLP audiences.
most recent commit 3 years ago
Generative Query Network Pytorch ⭐ 274
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
most recent commit 3 years ago
Pytorch Generative ⭐ 269
Easy generative modeling in PyTorch.
most recent commit 3 days ago
Generative_models_tutorial_with_demo ⭐ 268
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
most recent commit 4 years ago
Neuraldialog Cvae ⭐ 261
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
most recent commit 4 years ago
Ml Gmpi ⭐ 251
Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)
most recent commit 14 days ago
Sgan ⭐ 237
Stacked Generative Adversarial Networks
most recent commit 5 years ago
Freezed ⭐ 230
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
most recent commit 9 months ago
Portaspeech ⭐ 211
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
most recent commit 7 months ago
Mxnet Gan ⭐ 210
MultiGPU enabled image generative models (GAN and DCGAN)
most recent commit 6 years ago
Tf Vqvae ⭐ 205
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
most recent commit 4 years ago
Awesome Ai Art ⭐ 200
A list of AI Art courses, tools, libraries, people, and places.
most recent commit a month ago
Diffusion Point Cloud ⭐ 199
💭 Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)
most recent commit 24 days ago
Miditok ⭐ 199
A convenient MIDI / symbolic music tokenizer for Deep Learning networks 🎶
total releases 32most recent commit 5 days ago
Triple Gan ⭐ 199
Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing
most recent commit 2 years ago
Celebv Hq ⭐ 198
[ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
most recent commit a month ago
Variational Ladder Autoencoder ⭐ 198
Implementation of VLAE
most recent commit 5 years ago
Voxel Flow ⭐ 193
Video Frame Synthesis using Deep Voxel Flow (ICCV 2017 Oral)
most recent commit a year ago
Vae Clustering ⭐ 191
Unsupervised clustering with (Gaussian mixture) VAEs
most recent commit 6 years ago
Singan ⭐ 188
Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 2 years ago
Sparse Evolutionary Artificial Neural Networks ⭐ 187
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
most recent commit a year ago
Dragan ⭐ 182
A stable algorithm for GAN training
most recent commit 4 years ago
Kobe ⭐ 177
Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019
most recent commit 8 months ago
Splice ⭐ 174
Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022 Oral)
most recent commit 3 months ago
Vincent Ai Artist ⭐ 173
Style transfer using deep convolutional neural nets
most recent commit 6 years ago
Molgan ⭐ 167
Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs
most recent commit a year ago
Csgm ⭐ 167
Code to reproduce results from the paper: "Compressed Sensing using Generative Models".
most recent commit 4 years ago
Flowpp ⭐ 165
Code for reproducing Flow ++ experiments
most recent commit 3 years ago
Rnng ⭐ 164
Recurrent neural network grammars
most recent commit 4 years ago
Defensegan ⭐ 164
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
most recent commit 3 years ago
Scgen ⭐ 164
Single cell perturbation prediction
dependent packages 2total releases 9most recent commit 5 months agopypi scgen} Downloads
Twostagevae ⭐ 160
most recent commit 3 years ago
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