Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

PyTorch-Encoding

A CV toolkit for my papers.

450   2050   2050  

AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeN...

297   2048   2048  

Anime2Sketch

A sketch extractor for anime/illustration.

171   2048   2048  

PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch pu...

813   2043   2043  

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered...

186   2042   2042  

toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by M...

128   2042   2042  

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

573   2035   2035  

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NL...

246   2027   2027  

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Line...

370   2019   2019  

ogb

Benchmark datasets, data loaders, and evaluators for graph machine lea...

407   2019   2019  

UNIT

Unsupervised Image-to-Image Translation

365   2017   2017  

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper...

272   2017   2017  

talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

287   2017   2017  

tvm-cn

TVM Documentation in Chinese Simplified / TVM 中文文档

341   2012   2012  

universal-data-tool

Collaborate & label any type of data, images, text, or documents, in a...

193   2003   2003  

SfMLearner

An unsupervised learning framework for depth and ego-motion estimation...

558   1999   1999  

Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books,...

290   1994   1994  

Neural-Networks-on-Silicon

This is originally a collection of papers on neural network accelerato...

386   1985   1985  

GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (E...

412   1981   1981  

DIG

A library for graph deep learning research

288   1975   1975  

make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from...

188   1973   1973  

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability...

131   1970   1970  

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and...

266   1968   1968  

keras-tcn

Keras Temporal Convolutional Network. Supports Python and R.

462   1967   1967  

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, eval...

218   1953   1953  

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language pro...

461   1945   1945  

tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

394   1945   1945  

xlstm

Official repository of the xLSTM.

150   1943   1943  

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

999   1934   1934  

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTor...

308   1929   1929  

kuberay

A toolkit to run Ray applications on Kubernetes

580   1927   1927  

theseus

A library for differentiable nonlinear optimization

132   1921   1921  

intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily ob...

289   1921   1921  

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpreta...

253   1915   1915  

gigagan-pytorch

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of n...

109   1913   1913  

comic-translate

Desktop app for automatically translating comics - BDs, Manga, Manhwa,...

189   1912   1912  

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

744   1910   1910  

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Lo...

304   1909   1909  

ml-cvnets

CVNets: A library for training computer vision networks

243   1905   1905  

PassGAN

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/...

378   1897   1897  

PhySO

Physical Symbolic Optimization

258   1895   1895  

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly us...

334   1886   1886  

GPflow

Gaussian processes in TensorFlow

431   1884   1884  

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

148   1883   1883  

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Archite...

330   1880   1880  

tensorflow_template_application

TensorFlow template application for deep learning

712   1879   1879  

XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson...

203   1878   1878  

diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your ap...

125   1875   1875  

nitrain

Train AI models efficiently on medical images using any framework

302   1874   1874  

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analys...

163   1872   1872