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.

notebooks

A collection of tutorials on state-of-the-art computer vision models a...

1272   8081   8081  

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  

tensorboardX

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

860   7954   7954  

BentoML

The easiest way to serve AI apps and models - Build Model Inference AP...

861   7948   7948  

umap

Uniform Manifold Approximation and Projection

844   7858   7858  

machine-learning-yearning-cn

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

1516   7808   7808  

librephotos

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

355   7708   7708  

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine le...

1171   7703   7703  

bertviz

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

835   7594   7594  

boxmot

BoxMOT: Pluggable SOTA multi-object tracking modules modules for segme...

1838   7579   7579  

cleanrl

High-quality single file implementation of Deep Reinforcement Learning...

811   7577   7577  

stanza

Stanford NLP Python library for tokenization, sentence segmentation, N...

909   7562   7562  

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want...

1069   7550   7550  

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

1787   7486   7486  

generative-models

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

2035   7444   7444  

featuretools

An open source python library for automated feature engineering

893   7408   7408  

dowhy

DoWhy is a Python library for causal inference that supports explicit...

956   7392   7392  

industry-machine-learning

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

1232   7376   7376  

inference

Replace OpenAI GPT with another LLM in your app by changing a single l...

607   7370   7370  

facets

Visualizations for machine learning datasets

887   7367   7367  

lab

A customisable 3D platform for agent-based AI research

1389   7252   7252  

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning P...

2023   7244   7244  

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

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

2821   7181   7181  

DeepLearning

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

1400   7152   7152  

ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

1215   7142   7142  

guess

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

202   7098   7098  

machine-learning-course

:speech_balloon: Machine Learning Course with Python:

1256   7038   7038  

BackgroundMattingV2

Real-Time High-Resolution Background Matting

956   7011   7011  

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machin...

1302   6958   6958  

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play...

802   6917   6917  

DeepPavlov

An open source library for deep learning end-to-end dialog systems and...

1165   6917   6917  

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

681   6881   6881  

pyprobml

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

1569   6847   6847  

Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续...

1215   6837   6837  

angel

A Flexible and Powerful Parameter Server for large-scale machine learn...

1590   6774   6774  

autoscraper

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

702   6716   6716  

Awesome-CoreML-Models

Largest list of models for Core ML (for iOS 11+)

492   6707   6707  

weaviate

Weaviate is an open source vector database that stores both objects an...

389   6688   6688  

Awesome-Embedded

A curated list of awesome embedded programming.

998   6661   6661  

Machine-Learning-Interviews

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

1195   6658   6658  

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

803   6633   6633  

learning

A log of things I'm learning

872   6623   6623  

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

1281   6598   6598  

Surprise

A Python scikit for building and analyzing recommender systems

1031   6580   6580  

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

884   6577   6577  

ml5-library

Friendly machine learning for the web! 🤖

909   6568   6568  

interpret

Fit interpretable models. Explain blackbox machine learning.

743   6447   6447  

nlp-recipes

Natural Language Processing Best Practices & Examples

915   6424   6424  

EasyPR

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition proje...

2498   6402   6402