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.

Surprise

A Python scikit for building and analyzing recommender systems

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PRMLT

Matlab code of machine learning algorithms in book PRML

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librephotos

A self-hosted open source photo management service. This is the reposi...

241   5668   5668  

tiny-dnn

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

1394   5658   5658  

Data-Analysis-and-Machine-Learning-Projects

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

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cleanlab

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

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snorkel

A system for quickly generating training data with weak supervision

851   5522   5522  

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

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pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

1318   5506   5506  

TopDeepLearning

A list of popular github projects related to deep learning

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autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

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gluon-cv

Gluon CV Toolkit

1189   5489   5489  

useful-java-links

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

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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t81_558_deep_learning

Washington University (in St. Louis) Course T81-558: Applications of D...

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daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

1259   5462   5462  

seq2seq-couplet

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

1080   5450   5450  

keras-rl

Deep Reinforcement Learning for Keras.

1365   5423   5423  

Lihang

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

1561   5368   5368  

interpret

Fit interpretable models. Explain blackbox machine learning.

656   5367   5367  

paperless-ng

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

374   5364   5364  

DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖...

1221   5363   5363  

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

695   5350   5350  

pyAudioAnalysis

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

1149   5341   5341  

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...

1133   5328   5328  

autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

574   5278   5278  

pytorch-metric-learning

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

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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skorch

A scikit-learn compatible neural network library that wraps PyTorch

341   5081   5081  

mage-ai

🧙 The modern replacement for Airflow. Build, run, and manage data pipe...

408   5050   5050  

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

2183   4990   4990  

have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classificat...

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awesome-learning-resources

🔥 Awesome list of resources on Web Development.

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server

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

1128   4975   4975  

keras-js

Run Keras models in the browser, with GPU support using WebGL

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FATE

An Industrial Grade Federated Learning Framework

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Learn-Data-Science-For-Free

This repositary is a combination of different resources lying scattere...

498   4912   4912  

tensorspace

Neural network 3D visualization framework, build interactive and intui...

439   4887   4887  

gorgonia

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

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flashlight

A C++ standalone library for machine learning

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sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

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Augmentor

Image augmentation library in Python for machine learning.

859   4877   4877  

course-v3

The 3rd edition of course.fast.ai

3622   4859   4859  

oneflow

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

566   4847   4847  

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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edward

A probabilistic programming language in TensorFlow. Deep generative mo...

777   4770   4770  

mace

MACE is a deep learning inference framework optimized for mobile heter...

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ai-deadlines

:alarm_clock: AI conference deadline countdowns

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BentoML

Unified Model Serving Framework 🍱

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sqlflow

Brings SQL and AI together.

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