Most popular machine-learning repositories and open source projects

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

fastai

The fastai deep learning library

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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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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GB...

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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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pumpkin-book

《机器学习》（西瓜书）公式详解

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modular

The Modular Platform (includes MAX & Mojo)

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shap

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

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WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ide...

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homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interac...

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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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NLP-progress

Repository to track the progress in Natural Language Processing (NLP),...

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llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise sea...

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qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Se...

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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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Resume-Matcher

Improve your resumes with Resume Matcher. Get insights, keyword sugges...

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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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haystack

AI orchestration framework to build customizable, production-ready LLM...

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Perplexica

Perplexica is an AI-powered search engine. It is an Open source altern...

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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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CVPR2025-Papers-with-Code

CVPR 2025 论文和开源项目合集

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recommenders

Best Practices on Recommendation Systems

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rasa

💬 Open source machine learning framework to automate text- and voic...

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datasets

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

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C

Collection of various algorithms in mathematics, machine learning, com...

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deepface

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

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mlflow

Open source platform for the machine learning lifecycle

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onnx

Open standard for machine learning interoperability

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HivisionIDPhotos

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools....

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Scrapegraph-ai

Python scraper based on AI

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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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gun

An open source cybersecurity protocol for syncing decentralized graph...

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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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incubator-mxnet

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

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mindsdb

MindsDB is a Server for Artificial Intelligence Logic. Enabling develo...

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GB...

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