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The Top 23 Deep Learning Generative Model Open Source Projects

Open source projects categorized as Deep Learning Generative Model
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Generative Model
First Order Model ⭐ 13,958
This repository contains the source code for the paper First Order Motion Model for Image Animation
most recent commit 4 months 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
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 4 years agopypi Edward} Downloads
Courses ⭐ 4,018
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
most recent commit 5 months ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 3 years ago
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Awesome Semi Supervised Learning ⭐ 1,573
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 7 months ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 3 years ago
Continual Learning ⭐ 1,190
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 10 months ago
Rave ⭐ 1,077
Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
most recent commit 4 months ago
Generalization Causality ⭐ 993
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 4 months ago
Kogpt ⭐ 943
KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
most recent commit 9 months ago
Awesome Diffusion Models In Medical Imaging ⭐ 923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
most recent commit 3 months ago
Adain Style ⭐ 902
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
most recent commit 6 years ago
Delving Deep Into Gans ⭐ 817
Generative Adversarial Networks (GANs) resources sorted by citations
most recent commit 5 years ago
Sdt ⭐ 724
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).
most recent commit 3 months ago
Pytorch Vqvae ⭐ 679
Vector Quantized VAEs - PyTorch Implementation
most recent commit 9 months ago
Texturize ⭐ 606
🤖🖌️ Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.
total releases 16most recent commit a year ago
Segan ⭐ 589
Speech Enhancement Generative Adversarial Network in TensorFlow
most recent commit 4 years ago
Parrot ⭐ 582
RNN-based generative models for speech.
most recent commit 7 years 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
Simulated Unsupervised Tensorflow ⭐ 548
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
most recent commit 4 years ago
The 9 Most Depended On Deep Learning Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Scgen ⭐ 215
Single cell perturbation prediction
dependent packages 2total releases 9latest release April 25, 2022most recent commit 7 months agopypi scgen} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28latest release January 22, 2018most recent commit 4 years agopypi Edward} Downloads
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
Generative Evaluation Prdc ⭐ 121
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
dependent packages 1total releases 2latest release February 25, 2020most recent commit 3 years agopypi prdc} Downloads
Sdgym ⭐ 219
Benchmarking synthetic data generation methods.
dependent packages 1total releases 28latest release December 13, 2021most recent commit 6 months agopypi sdgym} 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
Zuko ⭐ 231
Normalizing flows in PyTorch
dependent packages 1total releases 22latest release November 17, 2023most recent commit 2 months agopypi zuko} Downloads
The 10 Latest Releases In Deep Learning Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Zuko ⭐ 231
Normalizing flows in PyTorch
dependent packages 1total releases 22latest release November 17, 2023most recent commit 2 months agopypi zuko} 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
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3latest release September 28, 2023most recent commit 4 months ago
Theiaengine ⭐ 7
All in one API to serve all Vision AI task
total releases 1latest release July 21, 2023most recent commit 8 months ago
Canonical_sets ⭐ 5
Exposing Algorithmic Bias with Canonical Sets
total releases 3latest release February 03, 2023most recent commit a year ago
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