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.

tensorpack

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

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cleverhans

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

1398   6282   6282  

Data-Analysis-and-Machine-Learning-Projects

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

2077   6263   6263  

BossSensor

Hide screen when boss is approaching.

1084   6262   6262  

serving

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

2199   6259   6259  

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

836   6254   6254  

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

2408   6249   6249  

postgresml

Postgres with GPUs for ML/AI apps.

315   6220   6220  

docs

TensorFlow documentation

5351   6186   6186  

machine-learning-mindmap

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

1007   6177   6177  

smile

Statistical Machine Intelligence & Learning Engine

1138   6157   6157  

flyte

Scalable and flexible workflow orchestration platform that seamlessly...

712   6155   6155  

darkflow

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

2066   6146   6146  

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

816   6143   6143  

swift

Swift for TensorFlow

608   6131   6131  

PRMLT

Matlab code of machine learning algorithms in book PRML

2160   6122   6122  

pytorch-metric-learning

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

659   6115   6115  

Lihang

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

1607   6108   6108  

vespa

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

627   6098   6098  

Swift-AI

The Swift machine learning library.

556   6045   6045  

pyAudioAnalysis

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

1216   6016   6016  

skorch

A scikit-learn compatible neural network library that wraps PyTorch

396   5996   5996  

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  

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technic...

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courses

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

554   5949   5949  

TopDeepLearning

A list of popular github projects related to deep learning

1203   5937   5937  

clearml

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

673   5920   5920  

pixie

Instant Kubernetes-Native Application Observability

458   5918   5918  

chainer

A flexible framework of neural networks for deep learning

1367   5910   5910  

feast

The Open Source Feature Store for AI/ML

1067   5909   5909  

tiny-dnn

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

1385   5907   5907  

gluon-cv

Gluon CV Toolkit

1208   5876   5876  

FATE

An Industrial Grade Federated Learning Framework

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snorkel

A system for quickly generating training data with weak supervision

858   5844   5844  

ai-deadlines

:alarm_clock: AI conference deadline countdowns

1008   5797   5797  

t81_558_deep_learning

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

3032   5734   5734  

gorgonia

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

443   5718   5718  

flower

Flower: A Friendly Federated AI Framework

962   5653   5653  

cleanlab

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

463   5590   5590  

opencvsharp

OpenCV wrapper for .NET

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keras-rl

Deep Reinforcement Learning for Keras.

1365   5542   5542  

awesome-learning-resources

🔥 Awesome list of resources on Web Development.

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tsai

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

682   5535   5535  

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）

655   5525   5525  

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

1075   5506   5506  

fun-rec

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

896   5495   5495  

aim

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

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pedalboard

🎛 🔊 A Python library for audio.

284   5446   5446  

paperless-ng

A supercharged version of paperless: scan, index and archive all your...

353   5385   5385