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.

fastNLP

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

449 3134 3134

DeepLearning

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

1357 3128 3128

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

546 3126 3126

audioFlux

A library for audio and music analysis, feature extraction.

143 3126 3126

handong1587.github.io

989 3122 3122

Data-science-best-resources

Carefully curated resource links for data science in one place

1010 3111 3111

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

822 3110 3110

docarray

Represent, send, store and search multimodal data

234 3101 3101

executorch

On-device AI across mobile, embedded and edge for PyTorch

638 3098 3098

SDV

Synthetic data generation for tabular data

373 3094 3094

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

557 3084 3084

ml-glossary

Machine learning glossary

735 3080 3080

DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new t...

390 3079 3079

tencent-ml-images

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

514 3074 3074

dm-haiku

JAX-based neural network library

253 3070 3070

course22

The fast.ai course notebooks

1171 3061 3061

EAST

A tensorflow implementation of EAST text detector

1047 3051 3051

covid-chestxray-dataset

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

1283 3044 3044

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (p...

476 3043 3043

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

1317 3037 3037

KuiperInfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，...

339 3036 3036

Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

482 3024 3024

spotlight

Deep recommender models using PyTorch.

423 3024 3024

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action...

1052 3024 3024

stellargraph

StellarGraph - Machine Learning on Graphs

438 3022 3022

imgclsmob

Sandbox for training deep learning networks

557 3016 3016

awesome-python-data-science

Probably the best curated list of data science software in Python.

387 3016 3016

mmdeploy

OpenMMLab Model Deployment Framework

671 3002 3002

nesa

Run AI models end-to-end encrypted.

237 2996 2996

Awesome-Text2SQL

Curated tutorials and resources for Large Language Models, Text2SQL,...

211 2995 2995

keras-vis

Neural network visualization toolkit for keras

655 2994 2994

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Ba...

602 2994 2994

awesome-image-classification

A curated list of deep learning image classification papers and codes

609 2985 2985

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

304 2968 2968

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

1270 2961 2961

DeepNLP-models-Pytorch

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

653 2951 2951

nlp-architect

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

447 2940 2940

awesome-deeplearning-resources

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

666 2932 2932

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learnin...

634 2931 2931

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (B...

236 2924 2924

DeepQA

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

1165 2924 2924

prompttools

Open-source tools for prompt testing and experimentation, with support...

246 2918 2918

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

483 2915 2915

awesome-deep-learning-music

List of articles related to deep learning applied to music

340 2914 2914

best_AI_papers_2021

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

236 2914 2914

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing small...

493 2910 2910

euler

A distributed graph deep learning framework.

558 2901 2901

AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神...

610 2900 2900

keras-tuner

A Hyperparameter Tuning Library for Keras

400 2900 2900

easy12306

使用机器学习算法完成对12306验证码的自动识别

737 2899 2899