Awesome Open Source
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The Top 3,446 Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 153,568
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 50,774
Deep Learning for humans
Pytorch ⭐ 46,463
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scikit Learn ⭐ 44,707
scikit-learn: machine learning in Python
Tensorflow Examples ⭐ 40,011
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Tesseract ⭐ 38,882
Tesseract Open Source OCR Engine (main repository)
Face_recognition ⭐ 38,701
The world's simplest facial recognition api for Python and the command line
Faceswap ⭐ 34,296
Deepfakes Software For All
Julia ⭐ 32,151
The Julia Programming Language
100 Days Of Ml Code ⭐ 31,617
100 Days of ML Coding
Caffe ⭐ 31,415
Caffe: a fast open framework for deep learning.
Awesome Scalability ⭐ 28,624
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
Madewithml ⭐ 25,464
Learn how to responsibly deliver value with applied ML.
Machine Learning For Software Engineers ⭐ 24,773
A complete daily plan for studying to become a machine learning engineer.
Awesome Deep Learning Papers ⭐ 22,616
The most cited deep learning papers
Handson Ml ⭐ 22,369
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Coursera Ml Andrewng Notes ⭐ 20,953
吴恩达老师的机器学习课程个人笔记
Xgboost ⭐ 20,622
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 ⭐ 20,508
The fastai deep learning library
Cs Video Courses ⭐ 20,287
List of Computer Science courses with video lectures.
Data Science Ipython Notebooks ⭐ 20,275
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.
Openpose ⭐ 20,175
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
D2l Zh ⭐ 20,155
《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175所大学采用教学。
Spacy ⭐ 19,690
💫 Industrial-strength Natural Language Processing (NLP) in Python
Ml From Scratch ⭐ 19,497
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.
Nlp Progress ⭐ 17,871
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.
Homemade Machine Learning ⭐ 16,972
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Cntk ⭐ 16,967
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Awesome Deep Learning ⭐ 16,689
A curated list of awesome Deep Learning tutorials, projects and communities.
Deepspeech ⭐ 16,657
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 ⭐ 16,410
《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
100 Days Of Ml Code ⭐ 16,158
100-Days-Of-ML-Code中文版
Google Research ⭐ 16,094
Google Research
Wavefunctioncollapse ⭐ 15,839
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
Awesome Datascience ⭐ 15,360
📝 An awesome Data Science repository to learn and apply for real world problems.
Pwc ⭐ 15,075
Papers with code. Sorted by stars. Updated weekly.
Ray ⭐ 14,992
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.
Lectures ⭐ 14,928
Oxford Deep NLP 2017 course
Tfjs ⭐ 14,713
A WebGL accelerated JavaScript library for training and deploying ML models.
Paddle ⭐ 14,380
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 ⭐ 13,811
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
Cheatsheets Ai ⭐ 13,688
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
Streamlit ⭐ 13,547
Streamlit — The fastest way to build data apps in Python
Qix ⭐ 13,481
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Netron ⭐ 13,431
Visualizer for neural network, deep learning, and machine learning models
Learnopencv ⭐ 13,265
Learn OpenCV : C++ and Python Examples
Screenshot To Code ⭐ 13,178
A neural network that transforms a design mock-up into a static website.
Virgilio ⭐ 12,981
Your new Mentor for Data Science E-Learning.
Gun ⭐ 12,592
An open source cybersecurity protocol for syncing decentralized graph data.
Lightgbm ⭐ 12,223
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.
Pytorch Lightning ⭐ 12,220
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Shap ⭐ 11,859
A game theoretic approach to explain the output of any machine learning model.
Fastbook ⭐ 11,791
The fastai book, published as Jupyter Notebooks
Gensim ⭐ 11,759
Topic Modelling for Humans
Stanford Cs 229 Machine Learning ⭐ 11,683
VIP cheatsheets for Stanford's CS 229 Machine Learning
Awesome Nlp ⭐ 11,601
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome Pytorch List ⭐ 11,526
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
C Plus Plus ⭐ 11,306
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Awesome Kubernetes ⭐ 11,125
A curated list for awesome kubernetes sources 🚢🎉
Python Machine Learning Book ⭐ 11,090
The "Python Machine Learning (1st edition)" book code repository and info resource
Machine Learning Tutorials ⭐ 11,070
machine learning and deep learning tutorials, articles and other resources
Mediapipe ⭐ 11,030
Cross-platform, customizable ML solutions for live and streaming media.
Tensor2tensor ⭐ 10,978
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Chatterbot ⭐ 10,891
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
Horovod ⭐ 10,879
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Rasa ⭐ 10,843
💬 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
Easyocr ⭐ 10,784
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Imgaug ⭐ 10,747
Image augmentation for machine learning experiments.
Nsfw_data_scraper ⭐ 10,622
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Dive Into Machine Learning ⭐ 10,390
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Turicreate ⭐ 10,148
Turi Create simplifies the development of custom machine learning models.
The Gan Zoo ⭐ 10,043
A list of all named GANs!
Kubeflow ⭐ 10,002
Machine Learning Toolkit for Kubernetes
Flair ⭐ 9,987
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Stanford Tensorflow Tutorials ⭐ 9,921
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Dlib ⭐ 9,920
A toolkit for making real world machine learning and data analysis applications in C++
Onnx ⭐ 9,827
Open standard for machine learning interoperability
Nltk ⭐ 9,660
NLTK Source
Numpy Ml ⭐ 9,572
Machine learning, in numpy
Tflearn ⭐ 9,523
Deep learning library featuring a higher-level API for TensorFlow.
Caire ⭐ 9,466
Content aware image resize library
Ai Expert Roadmap ⭐ 9,407
Roadmap to becoming an Artificial Intelligence Expert in 2021
Recommenders ⭐ 9,248
Best Practices on Recommendation Systems
Nni ⭐ 9,168
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Deep Learning Drizzle ⭐ 9,118
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Mit Deep Learning Book Pdf ⭐ 9,106
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Awesome Aws ⭐ 8,938
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Bert As Service ⭐ 8,935
Mapping a variable-length sentence to a fixed-length vector using BERT model
Yolov5 ⭐ 8,910
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
D2l En ⭐ 8,902
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
Tutorials ⭐ 8,897
机器学习相关教程
Fashion Mnist ⭐ 8,843
A MNIST-like fashion product database. Benchmark 👉
Sonnet ⭐ 8,776
TensorFlow-based neural network library
Tensorflow Tutorials ⭐ 8,702
TensorFlow Tutorials with YouTube Videos
Effectivetensorflow ⭐ 8,663
TensorFlow tutorials and best practices.
Tfjs Core ⭐ 8,517
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Mlflow ⭐ 8,490
Open source platform for the machine learning lifecycle
Vision ⭐ 8,455
Datasets, Transforms and Models specific to Computer Vision
Caffe2 ⭐ 8,439
Caffe2 is a lightweight, modular, and scalable deep learning framework.
1-100 of 3,446 projects
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