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.

flyte

Scalable and flexible workflow orchestration platform that seamlessly...

738   6397   6397  

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN,...

2229   6384   6384  

cleverhans

An adversarial example library for constructing attacks, building defe...

1403   6352   6352  

data-science-blogs

A curated list of data science blogs

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awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to so...

840   6349   6349  

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

833   6314   6314  

serving

A flexible, high-performance serving system for machine learning model...

2204   6312   6312  

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + f...

1797   6305   6305  

BossSensor

Hide screen when boss is approaching.

1082   6291   6291  

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

830   6274   6274  

vespa

AI + Data, online. https://vespa.ai

656   6273   6273  

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

2405   6263   6263  

Data-Analysis-and-Machine-Learning-Projects

Repository of teaching materials, code, and data for my data analysis...

2077   6263   6263  

docs

TensorFlow documentation

5354   6234   6234  

smile

Statistical Machine Intelligence & Learning Engine

1144   6228   6228  

postgresml

Postgres with GPUs for ML/AI apps.

315   6220   6220  

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modul...

664   6196   6196  

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experimen...

700   6191   6191  

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to...

1007   6177   6177  

Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码,...

1603   6167   6167  

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tu...

2052   6158   6158  

courses

This repository is a curated collection of links to various courses an...

557   6144   6144  

swift

Swift for TensorFlow

610   6141   6141  

flower

Flower: A Friendly Federated AI Framework

1043   6124   6124  

PRMLT

Matlab code of machine learning algorithms in book PRML

2160   6122   6122  

pixie

Instant Kubernetes-Native Application Observability

468   6055   6055  

Swift-AI

The Swift machine learning library.

554   6049   6049  

TopDeepLearning

A list of popular github projects related to deep learning

1221   6042   6042  

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Seg...

1216   6016   6016  

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-r...

931   6006   6006  

skorch

A scikit-learn compatible neural network library that wraps PyTorch

396   5996   5996  

agent-squad

Flexible and powerful framework for managing multiple AI agents and ha...

505   5979   5979  

useful-java-links

A list of useful Java frameworks, libraries, software and hello worlds...

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evidently

Evidently is ​​an open-source ML and LLM observability framework. Eval...

659   5969   5969  

tiny-dnn

header only, dependency-free deep learning framework in C++14

1390   5959   5959  

ai-deadlines

:alarm_clock: AI conference deadline countdowns

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FATE

An Industrial Grade Federated Learning Framework

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chainer

A flexible framework of neural networks for deep learning

1360   5910   5910  

feast

The Open Source Feature Store for AI/ML

1067   5909   5909  

gluon-cv

Gluon CV Toolkit

1207   5897   5897  

snorkel

A system for quickly generating training data with weak supervision

858   5844   5844  

gorgonia

Gorgonia is a library that helps facilitate machine learning in Go.

447   5817   5817  

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

661   5751   5751  

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch...

699   5743   5743  

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington Univ...

3020   5735   5735  

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

349   5722   5722  

Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization...

3200   5698   5698  

practicalAI-cn

AI实战-practicalAI 中文版

1236   5653   5653  

opencvsharp

OpenCV wrapper for .NET

1188   5639   5639  

cleanlab

The standard data-centric AI package for data quality and machine lear...

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