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.

ClearerVoice-Studio

An AI-Powered Speech Processing Toolkit and Open Source SOTA Pretraine...

249 3139 3139

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

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

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

1323 3057 3057

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

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

uvadlc_notebooks

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

647 2982 2982

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

1269 2968 2968

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

304 2968 2968

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

DeepQA

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

1165 2924 2924

rust-bert

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

236 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