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.

Winds

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

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3D-Machine-Learning

A resource repository for 3D machine learning

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EffectiveTensorflow

TensorFlow tutorials and best practices.

938   8655   8655  

onnxruntime

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

2010   8625   8625  

pattern

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

1599   8512   8512  

tfjs-core

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

981   8511   8511  

kedro

Kedro is a toolbox for production-ready data science. It uses software...

803   8500   8500  

machinelearning

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

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caffe2

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

1997   8399   8399  

kornia

Differentiable Computer Vision Library

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optuna

A hyperparameter optimization framework

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vowpal_wabbit

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

1956   8241   8241  

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

2171   8153   8153  

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and...

6065   8145   8145  

pyro

Deep universal probabilistic programming with Python and PyTorch

967   8011   8011  

doccano

Open source annotation tool for machine learning practitioners.

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Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

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vaex

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

592   7941   7941  

nmap

Nmap - the Network Mapper. Github mirror of official SVN repository.

2155   7935   7935  

cortex

Production infrastructure for machine learning at scale

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ImageAI

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

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pysc2

StarCraft II Learning Environment

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nebullvm

Plug and play modules to optimize the performances of your AI systems...

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PyTorch-Tutorial

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

3117   7571   7571  

tensorboardX

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

871   7567   7567  

Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性...

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machine_learning_examples

A collection of machine learning examples and tutorials.

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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 Python中...

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video l...

1509   7512   7512  

data-science-interviews

Data science interview questions and answers

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leedl-tutorial

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina...

2249   7463   7463  

pycaret

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

1616   7458   7458  

MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tes...

1504   7447   7447  

trax

Trax — Deep Learning with Clear Code and Speed

769   7420   7420  

machine-learning-yearning-cn

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

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catboost

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

1131   7231   7231  

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Ano...

1276   7203   7203  

FlexGen

Running large language models on a single GPU for throughput-oriented...

380   7111   7111  

facets

Visualizations for machine learning datasets

906   7097   7097  

video2x

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SR...

770   7076   7076  

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorfl...

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vis...

1238   7037   7037  

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

1619   6980   6980  

machine-learning-course

:speech_balloon: Machine Learning Course with Python:

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guess

🔮 Libraries & tools for enabling Machine Learning driven user-experien...

204   6919   6919  

awesome-project-ideas

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

1192   6857   6857  

lab

A customisable 3D platform for agent-based AI research

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python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and i...

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industry-machine-learning

A curated list of applied machine learning and data science notebooks...

1138   6842   6842  

RobustVideoMatting

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

909   6807   6807