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.

DeepSpeech

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

4038   26176   26176  

paperless-ngx

A community-supported supercharged version of paperless: scan, index a...

1525   26175   26175  

awesome-datascience

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

6031   26046   26046  

awesome-deep-learning-papers

The most cited deep learning papers

4470   25790   25790  

d2l-en

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

4583   25472   25472  

handson-ml

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

12903   25334   25334  

awesome-deep-learning

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

6112   25075   25075  

pumpkin-book

《机器学习》（西瓜书）公式详解

4778   24646   24646  

ML-From-Scratch

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

4642   24405   24405  

WaveFunctionCollapse

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

1272   23900   23900  

max

The MAX Platform (includes Mojo)

2596   23840   23840  

shap

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

3351   23658   23658  

homemade-machine-learning

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

4085   23385   23385  

llm-app

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

405   22901   22901  

fastbook

The fastai book, published as Jupyter Notebooks

8798   22877   22877  

qdrant

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

1568   22851   22851  

NLP-progress

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

3621   22825   22825  

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

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

5544   22820   22820  

Paddle

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

5703   22661   22661  

learnopencv

Learn OpenCV : C++ and Python Examples

11684   21768   21768  

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

5532   21606   21606  

serve

☁️ Build multimodal AI applications with cloud-native stack

2221   21497   21497  

Perplexica

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

2134   21128   21128  

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...

5427   20792   20792  

haystack

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

2120   20161   20161  

mlflow

Open source platform for the machine learning lifecycle

4438   20033   20033  

recommenders

Best Practices on Recommendation Systems

3177   20005   20005  

C

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

4492   19981   19981  

datasets

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

2802   19940   19940  

rasa

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

4753   19909   19909  

best-of-ml-python

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

2749   19898   19898  

CVPR2025-Papers-with-Code

CVPR 2025 论文和开源项目合集

2657   19563   19563  

Scrapegraph-ai

Python scraper based on AI

1608   19020   19020  

tfjs

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

1964   18754   18754  

onnx

Open standard for machine learning interoperability

3721   18742   18742  

deepface

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

2550   18502   18502  

gun

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

1178   18363   18363  

awesome-production-machine-learning

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

2328   18296   18296  

qlib

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

3042   18282   18282  

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

4001   18061   18061  

ml-agents

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

4248   17920   17920  

CNTK

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

4271   17565   17565  

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

305   17402   17402  

incubator-mxnet

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

6149   17334   17334  

mindsdb

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

2195   17178   17178  

LightGBM

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

3873   17092   17092  

awesome-nlp

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

2600   17071   17071  

vision

Datasets, Transforms and Models specific to Computer Vision

7028   16732   16732  

ML-NLP

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

4603   16582   16582  

llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building w...

2397   16575   16575