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.

pycaret

An open-source, low-code machine learning library in Python

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data-science-interviews

Data science interview questions and answers

2036   9249   9249  

autokeras

AutoML library for deep learning

1407   9218   9218  

Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

1408   9205   9205  

techniques

Techniques for deep learning with satellite & aerial imagery

1554   9197   9197  

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

5033   9138   9138  

machinelearning

ML.NET is an open source and cross-platform machine learning framework...

1906   9137   9137  

server

The Triton Inference Server provides an optimized cloud and edge infer...

1555   9019   9019  

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classi...

1400   8992   8992  

Winds

A Beautiful Open Source RSS & Podcast App Powered by Getstream.io

638   8930   8930  

gorse

Gorse open source recommender system engine

809   8858   8858  

RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, Core...

1157   8855   8855  

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

2177   8813   8813  

pattern

Web mining module for Python, with tools for scraping, natural languag...

1587   8797   8797  

CV

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习...

1107   8790   8790  

ImageAI

A python library built to empower developers to build applications and...

2196   8756   8756  

pyro

Deep universal probabilistic programming with Python and PyTorch

985   8712   8712  

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for...

2503   8704   8704  

metaflow

Build, Manage and Deploy AI/ML Systems

824   8694   8694  

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

1765   8649   8649  

autogluon

Fast and Accurate ML in 3 Lines of Code

987   8626   8626  

EffectiveTensorflow

TensorFlow tutorials and best practices.

903   8619   8619  

Resume-Matcher

Resume Matcher is an open source, free tool to improve your resume. It...

3166   8602   8602  

machine_learning_examples

A collection of machine learning examples and tutorials.

6385   8560   8560  

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier o...

1928   8547   8547  

cog

Containers for machine learning

595   8524   8524  

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with L...

657   8511   8511  

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation fo...

950   8482   8482  

darts

A python library for user-friendly forecasting and anomaly detection o...

921   8474   8474  

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework...

1936   8419   8419  

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

1264   8381   8381  

optimate

A collection of libraries to optimise AI model performances

637   8375   8375  

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visual...

599   8360   8360  

nsfwjs

NSFW detection on the client-side via TensorFlow.js

559   8342   8342  

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees...

1214   8338   8338  

sktime

A unified framework for machine learning with time series

1516   8309   8309  

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

3113   8259   8259  

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transform...

830   8236   8236  

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Pro...

1254   8231   8231  

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and...

3032   8209   8209  

trax

Trax — Deep Learning with Clear Code and Speed

823   8183   8183  

pysc2

StarCraft II Learning Environment

1158   8105   8105  

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理...

1351   8094   8094  

python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://...

1815   8036   8036  

cortex

Production infrastructure for machine learning at scale

606   8033   8033  

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

2748   8032   8032  

Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations...

819   7992   7992  

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

865   7928   7928  

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

1518   7781   7781  

oneflow

OneFlow is a deep learning framework designed to be user-friendly, sca...

847   7769   7769