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.

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects wit...

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Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from In...

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learnopencv

Learn OpenCV : C++ and Python Examples

11713   21987   21987  

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

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serve

☁️ Build multimodal AI applications with cloud-native stack

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ncnn

ncnn is a high-performance neural network inference framework optimize...

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pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行...

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recommenders

Best Practices on Recommendation Systems

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, e...

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated...

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labelImg

LabelImg is now part of the Label Studio community. The popular image...

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CVPR2025-Papers-with-Code

CVPR 2025 论文和开源项目合集

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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ColossalAI

Making large AI models cheaper, faster and more accessible

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tfjs

A WebGL accelerated JavaScript library for training and deploying ML m...

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onnx

Open standard for machine learning interoperability

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deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gen...

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, ve...

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qlib

Qlib is an AI-oriented quantitative investment platform that aims to r...

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-sourc...

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CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolk...

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DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

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incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with...

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pytorch_geometric

Graph Neural Network Library for PyTorch

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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Proce...

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt enginee...

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ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中...

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Screenshot-to-code

A neural network that transforms a design mock-up into a static websit...

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ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

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TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

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Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resou...

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改...

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and trai...

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tensor2tensor

Library of deep learning models and datasets designed to make deep lea...

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as diff...

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lectures

Oxford Deep NLP 2017 course

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paper-reading

深度学习经典、新论文逐段精读

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DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning research...

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deep-learning-for-image-processing

deep learning for image processing including classification and object...

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leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：htt...

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Qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node....

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albumentations

Fast and flexible image augmentation library. Paper about the library:...

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openface

Face recognition with deep neural networks.

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ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and c...

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machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

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imgaug

Image augmentation for machine learning experiments.

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apa...

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nni

An open source AutoML toolkit for automate machine learning lifecycle,...

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