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.

ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Inte...

346 3168 3168

catalyst

Accelerated deep learning R&D

399 3150 3150

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

293 3149 3149

marqo

Vector search for humans.

124 3143 3143

Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Deve...

324 3142 3142

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representa...

305 3131 3131

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Polic...

800 3122 3122

handong1587.github.io

1015 3121 3121

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

721 3117 3117

ML-Notebooks

:fire: Machine Learning Notebooks

486 3113 3113

ResNeSt

ResNeSt: Split-Attention Networks

497 3112 3112

colorization

Automatic colorization using deep neural networks. "Colorful Image Col...

858 3091 3091

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the...

420 3088 3088

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for comp...

585 3086 3086

Reco-papers

Classic papers and resources on recommendation

778 3084 3084

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

837 3061 3061

ml-glossary

Machine learning glossary

730 3041 3041

awesome-knowledge-distillation

Awesome Knowledge Distillation

480 3033 3033

Data-science-best-resources

Carefully curated resource links for data science in one place

1003 3018 3018

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc...

514 3010 3010

imgclsmob

Sandbox for training deep learning networks

561 2992 2992

pytorch-forecasting

Time series forecasting with PyTorch

500 2989 2989

DeepLearning

Deep Learning (Python, C, C++, Java, Scala, Go)

1387 2986 2986

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

574 2975 2975

deepxde

A library for scientific machine learning and physics-informed learnin...

785 2971 2971

keras-vis

Neural network visualization toolkit for keras

678 2961 2961

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford...

659 2954 2954

cutlass

CUDA Templates for Linear Algebra Subroutines

571 2954 2954

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

977 2940 2940

cleanrl

High-quality single file implementation of Deep Reinforcement Learning...

385 2936 2936

Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程配套源代码和PPT

1304 2935 2935

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

1286 2934 2934

EAST

A tensorflow implementation of EAST text detector

1055 2921 2921

nlp-architect

A model library for exploring state-of-the-art deep learning topologie...

467 2910 2910

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or...

1275 2909 2909

practicalAI-cn

AI实战-practicalAI 中文版

709 2908 2908

awesome-image-classification

A curated list of deep learning image classification papers and codes

602 2908 2908

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepc...

217 2908 2908

best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release...

237 2906 2906

DeepQA

My tensorflow implementation of "A neural conversational model", a Dee...

1199 2894 2894

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some...

667 2893 2893

spotlight

Deep recommender models using PyTorch.

418 2877 2877

Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

477 2875 2875

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

296 2873 2873

fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still i...

448 2866 2866

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

367 2864 2864

TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, trainin...

462 2861 2861

deepjazz

Deep learning driven jazz generation using Keras & Theano!

441 2857 2857

awesome-deep-learning-music

List of articles related to deep learning applied to music

341 2852 2852

Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

572 2850 2850