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.

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing...

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fastai

The fastai deep learning library

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spleeter

Deezer source separation library including pretrained models.

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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real...

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of mac...

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d2l-en

Interactive deep learning book with multi-framework code, math, and di...

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DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-t...

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awesome-deep-learning-papers

The most cited deep learning papers

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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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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and commun...

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handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

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deep-learning-for-image-processing

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

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arx...

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shap

A game theoretic approach to explain the output of any machine learnin...

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labelImg

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

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label-studio

Label Studio is a multi-type data labeling and annotation tool with st...

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fastbook

The fastai book, published as Jupyter Notebooks

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Paddle

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

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pytorch_geometric

Graph Neural Network Library for PyTorch

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learnopencv

Learn OpenCV : C++ and Python Examples

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100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

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ncnn

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

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serve

☁️ Build multimodal AI applications with cloud-native stack

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best-of-ml-python

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

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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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CVPR2025-Papers-with-Code

CVPR 2025 论文和开源项目合集

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datasets

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

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deepface

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

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onnx

Open standard for machine learning interoperability

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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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tfjs

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

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awesome-production-machine-learning

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

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ml-agents

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

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DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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CNTK

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

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awesome-nlp

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

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onnxruntime

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

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faster-whisper

Faster Whisper transcription with CTranslate2

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incubator-mxnet

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

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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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ML-YouTube-Courses

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

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Screenshot-to-code

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

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Machine-Learning-Tutorials

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

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TensorFlow-Course

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

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tensor2tensor

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

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DeepLearning

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

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web-llm

High-performance In-browser LLM Inference Engine

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