Awesome Open Source
Awesome Open Source
Sponsorship
Combined Topics
machine-learning x
Advertising 📦10
All Projects
Application Programming Interfaces 📦124
Applications 📦192
Artificial Intelligence 📦78
Blockchain 📦73
Build Tools 📦113
Cloud Computing 📦80
Code Quality 📦28
Collaboration 📦32
Command Line Interface 📦49
Community 📦83
Companies 📦60
Compilers 📦63
Computer Science 📦80
Configuration Management 📦42
Content Management 📦175
Control Flow 📦213
Data Formats 📦78
Data Processing 📦276
Data Storage 📦135
Economics 📦64
Frameworks 📦215
Games 📦129
Graphics 📦110
Hardware 📦152
Integrated Development Environments 📦49
Learning Resources 📦166
Legal 📦29
Libraries 📦129
Lists Of Projects 📦22
Machine Learning 📦347
Mapping 📦64
Marketing 📦15
Mathematics 📦55
Media 📦239
Messaging 📦98
Networking 📦315
Operating Systems 📦89
Operations 📦121
Package Managers 📦55
Programming Languages 📦245
Runtime Environments 📦100
Science 📦42
Security 📦396
Social Media 📦27
Software Architecture 📦72
Software Development 📦72
Software Performance 📦58
Software Quality 📦133
Text Editors 📦49
Text Processing 📦136
User Interface 📦330
User Interface Components 📦514
Version Control 📦30
Virtualization 📦71
Web Browsers 📦42
Web Servers 📦26
Web User Interface 📦210

The Top 3,233 Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐150,820
An Open Source Machine Learning Framework for Everyone
Keras ⭐50,214
Deep Learning for humans
Pytorch ⭐44,208
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scikit Learn ⭐43,176
scikit-learn: machine learning in Python
Tensorflow Examples ⭐39,346
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Tesseract ⭐37,390
Tesseract Open Source OCR Engine (main repository)
Face_recognition ⭐37,321
The world's simplest facial recognition api for Python and the command line
Faceswap ⭐33,344
Deepfakes Software For All
Caffe ⭐31,091
Caffe: a fast open framework for deep learning.
Julia ⭐30,757
The Julia Programming Language
100 Days Of Ml Code ⭐30,563
100 Days of ML Coding
Awesome Scalability ⭐27,912
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Algorithm_interview_notes Chinese ⭐27,525
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Basics ⭐25,112
📚 Learn ML with clean code, simplified math and illustrative visuals.
Machine Learning For Software Engineers ⭐24,452
A complete daily plan for studying to become a machine learning engineer.
Awesome Deep Learning Papers ⭐22,264
The most cited deep learning papers
Handson Ml ⭐21,673
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Xgboost ⭐20,182
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Fastai ⭐19,950
The fastai deep learning library, plus lessons and tutorials
Data Science Ipython Notebooks ⭐19,827
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.
Coursera Ml Andrewng Notes ⭐19,666
吴恩达老师的机器学习课程个人笔记
Openpose ⭐19,321
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
D2l Zh ⭐19,288
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。
Ml From Scratch ⭐18,516
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.
Spacy ⭐17,708
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
Nlp Progress ⭐17,296
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Cntk ⭐16,917
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Awesome Deep Learning ⭐16,211
A curated list of awesome Deep Learning tutorials, projects and communities.
100 Days Of Ml Code ⭐15,936
100-Days-Of-ML-Code中文版
Deepspeech ⭐15,868
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
Pumpkin Book ⭐15,699
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
Homemade Machine Learning ⭐15,524
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Cs Video Courses ⭐15,469
List of Computer Science courses with video lectures.
Wavefunctioncollapse ⭐15,443
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
Pwc ⭐14,966
Papers with code. Sorted by stars. Updated weekly.
Awesome Datascience ⭐14,857
📝 An awesome Data Science repository to learn and apply for real world problems.
Lectures ⭐14,822
Oxford Deep NLP 2017 course
Google Research ⭐14,297
Google Research
Tfjs ⭐14,269
A WebGL accelerated JavaScript library for training and deploying ML models.
Ray ⭐13,888
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Cheatsheets Ai ⭐13,584
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Qix ⭐13,400
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Paddle ⭐13,358
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）
Pytorch Handbook ⭐13,097
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Screenshot To Code ⭐12,996
A neural network that transforms a design mock-up into a static website.
Virgilio ⭐12,869
Your new Mentor for Data Science E-Learning.
Learnopencv ⭐12,522
Learn OpenCV : C++ and Python Examples
Gun ⭐12,305
An open source cybersecurity protocol for syncing decentralized graph data.
Netron ⭐12,148
Visualizer for neural network, deep learning, and machine learning models
Streamlit ⭐11,982
Streamlit — The fastest way to build data apps in Python
Lightgbm ⭐11,837
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.
Gensim ⭐11,404
Topic Modelling for Humans
Awesome Nlp ⭐11,230
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Stanford Cs 229 Machine Learning ⭐11,136
VIP cheatsheets for Stanford's CS 229 Machine Learning
Awesome Pytorch List ⭐11,044
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Python Machine Learning Book ⭐10,976
The "Python Machine Learning (1st edition)" book code repository and info resource
Shap ⭐10,948
A game theoretic approach to explain the output of any machine learning model.
Machine Learning Tutorials ⭐10,830
machine learning and deep learning tutorials, articles and other resources
Awesome Kubernetes ⭐10,818
A curated list for awesome kubernetes sources 🚢🎉
Fastbook ⭐10,690
The fastai book, published as Jupyter Notebooks
Tensor2tensor ⭐10,609
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Chatterbot ⭐10,552
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
Nsfw_data_scraper ⭐10,486
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Horovod ⭐10,467
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Pytorch Lightning ⭐10,376
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Imgaug ⭐10,279
Image augmentation for machine learning experiments.
Dive Into Machine Learning ⭐10,240
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Rasa ⭐10,197
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Turicreate ⭐10,001
Turi Create simplifies the development of custom machine learning models.
Mediapipe ⭐9,858
MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
Stanford Tensorflow Tutorials ⭐9,788
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Dlib ⭐9,637
A toolkit for making real world machine learning and data analysis applications in C++
Kubeflow ⭐9,634
Machine Learning Toolkit for Kubernetes
Flair ⭐9,592
A very simple framework for state-of-the-art Natural Language Processing (NLP)
The Gan Zoo ⭐9,553
A list of all named GANs!
Tflearn ⭐9,468
Deep learning library featuring a higher-level API for TensorFlow.
Nltk ⭐9,425
NLTK Source
Caire ⭐9,414
Content aware image resize library
Onnx ⭐9,371
Open standard for machine learning interoperability
C Plus Plus ⭐9,298
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Numpy Ml ⭐9,025
Machine learning, in numpy
Easyocr ⭐8,871
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
Deep Learning Drizzle ⭐8,837
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Mit Deep Learning Book Pdf ⭐8,736
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Recommenders ⭐8,711
Best Practices on Recommendation Systems
Awesome Aws ⭐8,680
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Tutorials ⭐8,649
机器学习相关教程
Effectivetensorflow ⭐8,642
TensorFlow tutorials and best practices.
Sonnet ⭐8,609
TensorFlow-based neural network library
Tensorflow Tutorials ⭐8,563
TensorFlow Tutorials with YouTube Videos
Bert As Service ⭐8,552
Mapping a variable-length sentence to a fixed-length vector using BERT model
Tfjs Core ⭐8,525
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Fashion Mnist ⭐8,519
A MNIST-like fashion product database. Benchmark 👉
Caffe2 ⭐8,446
Caffe2 is a lightweight, modular, and scalable deep learning framework.
Nni ⭐8,370
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Mlalgorithms ⭐8,227
Minimal and clean examples of machine learning algorithms implementations
Mit Deep Learning ⭐8,113
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
D2l En ⭐8,080
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.
Php Ml ⭐7,900
PHP-ML - Machine Learning library for PHP
Mlflow ⭐7,884
Open source platform for the machine learning lifecycle
1-100 of 3,233 projects