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The Top 31,357 Learning Open Source Projects

Python ⭐ 141,094
All Algorithms implemented in Python
most recent commit 19 hours ago
The Art Of Command Line ⭐ 108,745
Master the command line, in one page
most recent commit 2 days ago
Web Dev For Beginners ⭐ 56,022
24 Lessons, 12 Weeks, Get Started as a Web Developer
most recent commit 3 days ago
Keras ⭐ 55,852
Deep Learning for humans
dependent packages 330total releases 65most recent commit 20 hours agopypi keras} Downloads
Awesome Machine Learning ⭐ 54,934
A curated list of awesome Machine Learning frameworks, libraries and software.
most recent commit 22 days ago
Scikit Learn ⭐ 50,981
scikit-learn: machine learning in Python
dependent packages 6,722total releases 63most recent commit 16 hours agopypi scikit-learn} Downloads
Fastapi ⭐ 48,049
FastAPI framework, high performance, easy to learn, fast to code, ready for production
dependent packages 1,143total releases 140most recent commit a day agopypi fastapi} Downloads
Cs Video Courses ⭐ 39,926
List of Computer Science courses with video lectures.
most recent commit 10 days ago
100 Days Of Ml Code ⭐ 38,017
100 Days of ML Coding
most recent commit 13 days ago
Caffe ⭐ 32,106
Caffe: a fast open framework for deep learning.
most recent commit 8 months ago
Deep Learning Papers Reading Roadmap ⭐ 31,661
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
most recent commit 6 months ago
Pure Bash Bible ⭐ 30,715
📖 A collection of pure bash alternatives to external processes.
most recent commit 4 months ago
Deeplearningbook Chinese ⭐ 28,503
Deep Learning Book Chinese Translation
most recent commit 3 years ago
Android_guides ⭐ 27,466
Extensive Open-Source Guides for Android Developers
most recent commit a year ago
Wtfjs ⭐ 27,291
🤪 A list of funny and tricky JavaScript examples
total releases 36most recent commit 2 days ago
Machine Learning For Software Engineers ⭐ 26,050
A complete daily plan for studying to become a machine learning engineer.
most recent commit 4 days ago
Handson Ml ⭐ 24,529
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit a month ago
Coursera Ml Andrewng Notes ⭐ 24,470
吴恩达老师的机器学习课程个人笔记
most recent commit 5 months ago
Springall ⭐ 22,688
循序渐进，学习Spring Boot、Spring Boot & Shiro、Spring Batch、Spring Cloud、Spring Cloud Alibaba、Spring Security & Spring Security OAuth2，博客Spring系列源码：https://mrbird.cc
most recent commit 6 months ago
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 4 months ago
Fastai ⭐ 22,612
The fastai deep learning library
dependent packages 117total releases 141most recent commit a day agopypi fastai} Downloads
Awesome Docker ⭐ 22,453
🐳 A curated list of Docker resources and projects
most recent commit 6 days ago
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Ray ⭐ 21,474
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 197total releases 73most recent commit 16 hours agopypi ray} Downloads
React Redux Links ⭐ 21,293
Curated tutorial and resource links I've collected on React, Redux, ES6, and more
most recent commit 6 months ago
Handson Ml2 ⭐ 20,535
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 3 months ago
Ml From Scratch ⭐ 20,187
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit a year ago
Applied Ml ⭐ 20,159
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit a month ago
Incubator Mxnet ⭐ 20,042
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
dependent packages 62total releases 983most recent commit 4 days agopypi mxnet} Downloads
Netron ⭐ 19,549
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 474most recent commit 2 days agopypi netron} Downloads
Professional Programming ⭐ 19,470
A collection of full-stack resources for programmers.
most recent commit 7 days ago
Homemade Machine Learning ⭐ 19,417
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit a month ago
Awesome Datascience ⭐ 19,132
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 6 days ago
Awesome Deep Learning ⭐ 19,128
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 11 days ago
Paddle ⭐ 18,652
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
total releases 69most recent commit 16 hours ago
Learn Go With Tests ⭐ 18,097
Learn Go with test-driven development
total releases 39most recent commit 6 days ago
P5.js ⭐ 17,897
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Processing. http://twitter.com/p5xjs —
most recent commit 2 days ago
Reinforcement Learning ⭐ 17,260
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
most recent commit 9 months ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit a year ago
React Developer Roadmap ⭐ 16,841
Roadmap to becoming a React developer
most recent commit 5 months ago
Learnopencv ⭐ 16,830
Learn OpenCV : C++ and Python Examples
most recent commit 4 days ago
Java8 Tutorial ⭐ 15,831
Modern Java - A Guide to Java 8
most recent commit 19 days ago
Awesome Computer Vision ⭐ 15,532
A curated list of awesome computer vision resources
most recent commit 6 months ago
Become A Full Stack Web Developer ⭐ 14,820
Free resources for learning Full Stack Web Development
most recent commit 5 months ago
Howtobeaprogrammer ⭐ 14,786
A guide on how to be a Programmer - originally published by Robert L Read
most recent commit a year ago
Spellbook Of Modern Webdev ⭐ 14,590
A Big Picture, Thesaurus, and Taxonomy of Modern JavaScript Web Development
most recent commit 5 months ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 3 years ago
D2l En ⭐ 14,481
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 3 days ago
Deeplearning_ai_books ⭐ 14,417
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
most recent commit 5 months ago
A To Z Resources For Students ⭐ 14,287
✅ Curated list of resources for college students
most recent commit 16 hours ago
Tinyrenderer ⭐ 14,198
A brief computer graphics / rendering course
most recent commit 16 days ago
Springboot Learning ⭐ 14,092
《Spring Boot基础教程》，2.x版本持续连载中！点击下方链接直达教程目录！
most recent commit 6 months ago
Learn Anything ⭐ 14,067
Organize world's knowledge, explore connections and curate learning paths
most recent commit a month ago
Lightgbm ⭐ 14,045
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 352total releases 29most recent commit a day agopypi lightgbm} Downloads
Qix ⭐ 13,885
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 18 days ago
C ⭐ 13,742
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
most recent commit 2 months ago
Golang Developer Roadmap ⭐ 13,730
Roadmap to becoming a Go developer in 2020
most recent commit 5 months ago
30 Days Of Python ⭐ 13,391
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
most recent commit 4 days ago
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 14 days ago
Cheatsheets Ai ⭐ 13,281
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat
most recent commit 3 years ago
Ml Agents ⭐ 13,213
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
dependent packages 14total releases 44most recent commit 3 days agopypi mlagents} Downloads
Awesome Nlp ⭐ 13,113
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit 3 months ago
Learn Python ⭐ 13,014
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
most recent commit 4 days ago
Deeplearning4j ⭐ 12,565
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
dependent packages 109total releases 52most recent commit 2 days ago
Vim Galore ⭐ 12,512
🎓 All things Vim!
most recent commit 9 months ago
Mlflow ⭐ 12,391
Open source platform for the machine learning lifecycle
dependent packages 252total releases 60most recent commit 19 hours agopypi mlflow} Downloads
Neural Networks And Deep Learning ⭐ 12,230
Code samples for my book "Neural Networks and Deep Learning"
most recent commit a year ago
Machine Learning Tutorials ⭐ 12,219
machine learning and deep learning tutorials, articles and other resources
most recent commit 4 days ago
Digital_video_introduction ⭐ 12,110
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).
most recent commit 8 months ago
Awesome Production Machine Learning ⭐ 12,046
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit 2 days ago
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit a year ago
The Gan Zoo ⭐ 11,809
A list of all named GANs!
most recent commit 5 months ago
Kubeflow ⭐ 11,745
Machine Learning Toolkit for Kubernetes
dependent packages 2total releases 112most recent commit 4 days ago
Framework ⭐ 11,691
The Aurelia 1 framework entry point, bringing together all the required sub-modules of Aurelia.
dependent packages 314total releases 58most recent commit 4 months agonpm aurelia-framework} Downloads
Aspnetcore Developer Roadmap ⭐ 11,599
Roadmap to becoming an ASP.NET Core developer in 2022
most recent commit a month ago
React Howto ⭐ 11,468
Your guide to the (sometimes overwhelming!) React ecosystem.
most recent commit a year ago
Tfjs Models ⭐ 11,449
Pretrained models for TensorFlow.js
dependent packages 41total releases 23most recent commit 4 days agonpm @tensorflow-models/posenet} Downloads
Free Books ⭐ 11,349
互联网上的免费书籍
most recent commit a year ago
Best Of Ml Python ⭐ 11,311
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit a year ago
Raspberry Pi Os ⭐ 11,177
Learning operating system development using Linux kernel and Raspberry Pi
most recent commit 6 months ago
Dive Into Machine Learning ⭐ 10,980
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
most recent commit 2 months ago
Ml Nlp ⭐ 10,874
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
most recent commit 7 months ago
Night ⭐ 10,726
Weekly Go Online Meetup via Bilibili｜Go 夜读｜通过 bilibili 在线直播的方式分享 Go 相关的技术话题，每天大家在微信/telegram/Slack 上及时沟通交流编程技术话题。
total releases 5most recent commit 9 days ago
Albumentations ⭐ 10,646
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 155total releases 51most recent commit 4 days agopypi albumentations} Downloads
Ds Cheatsheets ⭐ 10,620
List of Data Science Cheatsheets to rule the world
most recent commit 2 months ago
Deepmind Research ⭐ 10,543
This repository contains implementations and illustrative code to accompany DeepMind publications
most recent commit 15 days ago
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
most recent commit 2 years ago
Mml Book.github.io ⭐ 10,200
Companion webpage to the book "Mathematics For Machine Learning"
most recent commit 7 days ago
Convnetjs ⭐ 10,123
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
most recent commit a year ago
Deep Learning Drizzle ⭐ 10,044
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 4 months ago
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit 2 years ago
Otp ⭐ 9,938
Erlang/OTP
dependent packages 19total releases 8most recent commit 3 days ago
Label Studio ⭐ 9,858
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 2 days agopypi label-studio} Downloads
Transferlearning ⭐ 9,829
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 days ago
7days Golang ⭐ 9,743
7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) 7天用Go动手写/从零实现系列
total releases 9most recent commit 6 months ago
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit 2 years agopypi tflearn} Downloads
Rust Course ⭐ 9,373
“连续六年成为全世界最受喜爱的语言，无 GC 也无需手动内存管理、极高的性能和安全性、过程/OO/函数式编程、优秀的包管理、JS 未来基石" — 工作之余的第二语言来试试 Rust 吧。<<Rust语言圣经>>拥有全面且深入的讲解、生动贴切的示例、德芙般丝滑的内容，甚至还有JS程序 WASM 和 Deno 等专题。这可能是目前最用心的 Rust 中文学习教程/书籍
most recent commit 5 days ago
Eat_tensorflow2_in_30_days ⭐ 9,199
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
most recent commit 7 months ago
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 9,158
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit 12 days ago
1-100 of 31,357 projects
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Top Programming Languages
Javascript  (1,072,185)
Python  (819,783)
Java  (391,684)
Php  (287,417)
Typescript  (254,498)
C Plus Plus  (241,642)
Ruby  (222,126)
C  (183,493)
Shell  (172,974)
C Sharp  (166,272)
Golang  (160,486)
Swift  (65,800)
Rust  (59,273)
R  (58,650)
Objective C  (57,122)
Dart  (53,962)
Kotlin  (47,557)
Lua  (34,573)
Matlab  (31,397)
Perl  (30,575)
Language  (29,995)
Scala  (28,782)
Haskell  (20,487)
Powershell  (19,264)
Clojure  (19,187)
Bash  (18,782)
Coffeescript  (17,262)
Elixir  (16,765)
Assembly  (14,766)
Processing  (13,289)
Julia  (12,999)
Basic  (10,723)
Flow  (10,535)
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Solidity  (8,315)
Ocaml  (6,744)
Pascal  (6,484)
Hack  (6,420)
Lisp  (6,337)
Fortran  (5,581)
Elm  (5,475)
Common Lisp  (5,323)
Dlang  (4,746)
Shell Script  (4,684)
Python Library  (4,467)
Crystal  (4,388)
Scripting  (4,216)
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Javascript ⭐ 125,105
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