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The Top 13,109 Machine Open Source Projects

Awesome Machine Learning ⭐ 57,590
A curated list of awesome Machine Learning frameworks, libraries and software.
most recent commit 3 days ago
Cs Video Courses ⭐ 51,616
List of Computer Science courses with video lectures.
most recent commit 2 days ago
Coursera Ml Andrewng Notes ⭐ 26,880
吴恩达老师的机器学习课程个人笔记
most recent commit 4 days ago
Machine Learning For Software Engineers ⭐ 26,436
A complete daily plan for studying to become a machine learning engineer.
most recent commit 22 days ago
Handson Ml2 ⭐ 23,910
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
most recent commit 18 days ago
Applied Ml ⭐ 22,219
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 11 days ago
Homemade Machine Learning ⭐ 20,319
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit 3 months ago
Awesome Deep Learning ⭐ 20,191
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 3 days ago
Proton ⭐ 19,364
Compatibility tool for Steam Play based on Wine and additional components
most recent commit a day ago
Awesome Computer Vision ⭐ 17,501
A curated list of awesome computer vision resources
most recent commit 2 months ago
Qix ⭐ 13,926
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 6 months ago
Awesome Production Machine Learning ⭐ 13,076
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit a day ago
Machine Learning Tutorials ⭐ 12,876
machine learning and deep learning tutorials, articles and other resources
most recent commit a month ago
Best Of Ml Python ⭐ 12,586
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 2 days ago
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 5 months ago
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 11,639
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit 5 days ago
Mit Deep Learning Book Pdf ⭐ 10,775
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
most recent commit a month ago
Mml Book.github.io ⭐ 10,686
Companion webpage to the book "Mathematics For Machine Learning"
most recent commit 8 days ago
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
most recent commit 3 years ago
Ievms ⭐ 10,035
Automated installation of the Microsoft IE App Compat virtual machines
most recent commit 3 years ago
Awesome Mlops ⭐ 9,423
A curated list of references for MLOps
most recent commit 9 days ago
Tpot ⭐ 8,915
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 6 days agopypi TPOT} Downloads
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit a year ago
Ludwig ⭐ 8,732
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit a day agopypi ludwig} Downloads
Golearn ⭐ 8,650
Machine Learning for Go
dependent packages 3most recent commit a month ago
Boot2docker ⭐ 8,403
DEPRECATED; see https://github.com/boot2docker/boot2docker/pull/14
most recent commit 3 years ago
Machinelearning ⭐ 8,270
ML.NET is an open source and cross-platform machine learning framework for .NET.
most recent commit 5 days ago
Vowpal_wabbit ⭐ 8,112
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
dependent packages 23total releases 19most recent commit 21 hours agopypi vowpalwabbit} Downloads
Javascript State Machine ⭐ 7,679
A javascript finite state machine library
dependent packages 95total releases 9most recent commit 2 years agonpm javascript-state-machine} Downloads
Machine Learning Systems Design ⭐ 7,510
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
most recent commit 2 months ago
Learn_machine_learning_in_3_months ⭐ 7,269
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
most recent commit 4 years ago
Machine_learning_examples ⭐ 7,144
A collection of machine learning examples and tutorials.
most recent commit a month ago
Pycaret ⭐ 6,861
An open-source, low-code machine learning library in Python
dependent packages 13total releases 83most recent commit a day agopypi pycaret} Downloads
Auto Sklearn ⭐ 6,719
Automated Machine Learning with scikit-learn
dependent packages 15total releases 42most recent commit 21 hours agopypi auto-sklearn} Downloads
Machine ⭐ 6,442
Machine management for a container-centric world
dependent packages 57total releases 75most recent commit a year ago
H2o 3 ⭐ 6,123
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 232most recent commit a day ago
Industry Machine Learning ⭐ 6,077
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
most recent commit a year ago
Machine Learning Roadmap ⭐ 6,040
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
most recent commit 2 months ago
Data Science Blogs ⭐ 6,026
A curated list of data science blogs
most recent commit 10 days ago
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
Ml5 Library ⭐ 5,919
Friendly machine learning for the web! 🤖
dependent packages 4total releases 51most recent commit 2 days agonpm ml5} Downloads
Mlbookcamp Code ⭐ 5,550
The code from the Machine Learning Bookcamp book and a free course based on the book
most recent commit 7 days ago
Learning ⭐ 5,481
A log of things I'm learning
most recent commit 6 days ago
Arkime ⭐ 5,454
Arkime (formerly Moloch) is an open source, large scale, full packet capturing, indexing, and database system.
most recent commit 21 hours ago
Leaf ⭐ 5,427
Open Machine Intelligence Framework for Hackers. (GPU/CPU)
total releases 6most recent commit 5 years ago
Interpret ⭐ 5,249
Fit interpretable models. Explain blackbox machine learning.
dependent packages 15total releases 37most recent commit 3 days agopypi interpret} Downloads
Prmlt ⭐ 5,091
Matlab code of machine learning algorithms in book PRML
most recent commit 3 years ago
Awesome Machine Learning On Source Code ⭐ 5,031
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
most recent commit 2 years ago
Ml Coursera Python Assignments ⭐ 5,030
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
most recent commit 8 months ago
Have Fun With Machine Learning ⭐ 4,912
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
most recent commit a year ago
Awesome Ml For Cybersecurity ⭐ 4,894
Machine Learning for Cyber Security
most recent commit a year ago
Gorgonia ⭐ 4,712
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 18total releases 52most recent commit 3 months ago
Transitions ⭐ 4,710
A lightweight, object-oriented finite state machine implementation in Python with many extensions
dependent packages 76total releases 45most recent commit a month agopypi transitions} Downloads
Stateless ⭐ 4,709
A simple library for creating state machines in C# code
dependent packages 42total releases 146most recent commit 8 days agonuget Stateless} Downloads
Aasm ⭐ 4,696
AASM - State machines for Ruby classes (plain Ruby, ActiveRecord, Mongoid, NoBrainer, Dynamoid)
dependent packages 130total releases 98most recent commit 9 days agorubygems aasm} Downloads
Machine Learning Cheat Sheet ⭐ 4,650
Classical equations and diagrams in machine learning
most recent commit a year ago
Sqlflow ⭐ 4,501
Brings SQL and AI together.
dependent packages 1total releases 1most recent commit 9 months agopypi couler} Downloads
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 3 years ago
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 3 years ago
Interpretable Ml Book ⭐ 4,365
Book about interpretable machine learning
most recent commit 12 days ago
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit 2 years ago
Mlxtend ⭐ 4,230
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 60total releases 49most recent commit 4 days agopypi mlxtend} Downloads
Mlpack ⭐ 4,228
mlpack: a fast, header-only C++ machine learning library
dependent packages 1total releases 12most recent commit a day agopypi mlpack} Downloads
Wayback Machine Downloader ⭐ 4,084
Download an entire website from the Wayback Machine.
total releases 53most recent commit 3 months ago
River ⭐ 4,061
🌊 Online machine learning in Python
dependent packages 12total releases 11most recent commit 2 days agopypi river} Downloads
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
most recent commit 3 years ago
Interpretablemlbook ⭐ 3,978
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
most recent commit a year ago
Pattern_classification ⭐ 3,926
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
most recent commit 7 months ago
Machine_learning_basics ⭐ 3,754
Plain python implementations of basic machine learning algorithms
most recent commit 3 months ago
State_machine ⭐ 3,719
Adds support for creating state machines for attributes on any Ruby class
dependent packages 146total releases 44most recent commit 4 years agorubygems state_machine} Downloads
Teachable Machine V1 ⭐ 3,713
Explore how machine learning works, live in the browser. No coding required.
most recent commit a year ago
Machine Learning ⭐ 3,646
Content for Udacity's Machine Learning curriculum
most recent commit a year ago
Libretranslate ⭐ 3,638
Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
most recent commit 2 days ago
Python Machine Learning Book 3rd Edition ⭐ 3,637
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 3 months ago
Awesome Automl Papers ⭐ 3,607
A curated list of automated machine learning papers, articles, tutorials, slides and projects
most recent commit 2 months ago
Ml_for_hackers ⭐ 3,605
Code accompanying the book "Machine Learning for Hackers"
most recent commit 4 years ago
Machinelearningnotebooks ⭐ 3,586
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
most recent commit 15 days ago
Seldon Core ⭐ 3,582
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
dependent packages 5total releases 192most recent commit 21 hours ago
Approachingalmost ⭐ 3,463
Approaching (Almost) Any Machine Learning Problem
most recent commit 2 months ago
Data Science ⭐ 3,403
Collection of useful data science topics along with articles, videos, and code
most recent commit 19 days ago
Awesome Machine Learning Cn ⭐ 3,312
机器学习资源大全中文版，包括机器学习领域的框架、库以及软件
most recent commit 3 years ago
Doozerd ⭐ 3,185
A consistent distributed data store.
total releases 2most recent commit 7 years ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit a year ago
Pipelines ⭐ 3,094
Machine Learning Pipelines for Kubeflow
dependent packages 58total releases 98most recent commit a day agopypi kfp} Downloads
Outrun ⭐ 3,077
Execute a local command using the processing power of another Linux machine.
total releases 2most recent commit 11 days ago
Machinelearning ⭐ 3,016
Machine learning resources
most recent commit a year ago
Xlearn ⭐ 3,000
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 11total releases 10most recent commit 8 months agopypi xlearn} Downloads
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Rubinius ⭐ 2,895
The Rubinius Language Platform
most recent commit 3 years ago
Mining The Social Web 2nd Edition ⭐ 2,894
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
most recent commit 4 years ago
Ml Workspace ⭐ 2,816
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 2 months ago
Dmtk ⭐ 2,761
Microsoft Distributed Machine Learning Toolkit
most recent commit 4 years ago
Ownphotos ⭐ 2,687
Self hosted alternative to Google Photos
most recent commit 2 months ago
Tensorflow.net ⭐ 2,636
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
dependent packages 3total releases 14most recent commit 3 days agonuget TensorFlow.Keras} Downloads
Waybackpack ⭐ 2,515
Download the entire Wayback Machine archive for a given URL.
total releases 15most recent commit 17 days ago
Fleet ⭐ 2,444
fleet ties together systemd and etcd into a distributed init system
total releases 55most recent commit 4 years ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit a year ago
Pipcook ⭐ 2,365
Machine learning platform for Web developers
dependent packages 35total releases 104most recent commit a day agonpm @pipcook/boa} Downloads
Exodus ⭐ 2,358
Painless relocation of Linux binaries–and all of their dependencies–without containers.
dependent packages 1total releases 16most recent commit a year agopypi exodus-bundler} Downloads
Opennmt ⭐ 2,334
Open Source Neural Machine Translation in Torch (deprecated)
most recent commit 3 years ago
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