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The Top 3,730 Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 157,739
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 51,997
Deep Learning for humans
Pytorch ⭐ 49,745
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scikit Learn ⭐ 46,605
scikit-learn: machine learning in Python
Tesseract ⭐ 41,141
Tesseract Open Source OCR Engine (main repository)
Tensorflow Examples ⭐ 40,938
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Face_recognition ⭐ 40,869
The world's simplest facial recognition api for Python and the command line
Faceswap ⭐ 37,868
Deepfakes Software For All
Julia ⭐ 35,558
The Julia Programming Language
Awesome Scalability ⭐ 35,236
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
100 Days Of Ml Code ⭐ 32,575
100 Days of ML Coding
Caffe ⭐ 31,812
Caffe: a fast open framework for deep learning.
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 ⭐ 27,467
Learn how to responsibly deliver value with ML.
Machine Learning For Software Engineers ⭐ 25,235
A complete daily plan for studying to become a machine learning engineer.
D2l Zh ⭐ 24,942
《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200所大学采用教学。
Cs Video Courses ⭐ 23,820
List of Computer Science courses with video lectures.
Handson Ml ⭐ 23,145
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Awesome Deep Learning Papers ⭐ 23,080
The most cited deep learning papers
Coursera Ml Andrewng Notes ⭐ 22,474
吴恩达老师的机器学习课程个人笔记
Openpose ⭐ 21,488
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Data Science Ipython Notebooks ⭐ 21,372
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.
Xgboost ⭐ 21,353
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 ⭐ 21,182
The fastai deep learning library
Spacy ⭐ 20,964
💫 Industrial-strength Natural Language Processing (NLP) in Python
Ml From Scratch ⭐ 20,083
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 ⭐ 18,819
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.
Google Research ⭐ 18,575
Google Research
Homemade Machine Learning ⭐ 18,094
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Deepspeech ⭐ 17,766
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 ⭐ 17,706
《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
Awesome Deep Learning ⭐ 17,436
A curated list of awesome Deep Learning tutorials, projects and communities.
Cntk ⭐ 17,059
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Awesome Datascience ⭐ 16,752
📝 An awesome Data Science repository to learn and apply for real world problems.
Ray ⭐ 16,737
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.
Wavefunctioncollapse ⭐ 16,655
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
100 Days Of Ml Code ⭐ 16,497
100-Days-Of-ML-Code中文版
Paddle ⭐ 16,110
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）
Streamlit ⭐ 15,415
Streamlit — The fastest way to build data apps in Python
Tfjs ⭐ 15,326
A WebGL accelerated JavaScript library for training and deploying ML models.
Netron ⭐ 15,296
Visualizer for neural network, deep learning, and machine learning models
Pwc ⭐ 15,187
Papers with code. Sorted by stars. Updated weekly.
Lectures ⭐ 15,033
Oxford Deep NLP 2017 course
Pytorch Handbook ⭐ 14,895
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
Pytorch Lightning ⭐ 14,658
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Learnopencv ⭐ 14,335
Learn OpenCV : C++ and Python Examples
Yolov5 ⭐ 14,261
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Cheatsheets Ai ⭐ 13,875
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
Gun ⭐ 13,702
An open source cybersecurity protocol for syncing decentralized graph data.
Ml For Beginners ⭐ 13,638
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
Qix ⭐ 13,587
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
C Plus Plus ⭐ 13,579
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Ai Expert Roadmap ⭐ 13,461
Roadmap to becoming an Artificial Intelligence Expert in 2021
Screenshot To Code ⭐ 13,430
A neural network that transforms a design mock-up into a static website.
Shap ⭐ 13,365
A game theoretic approach to explain the output of any machine learning model.
Mediapipe ⭐ 13,190
Cross-platform, customizable ML solutions for live and streaming media.
Virgilio ⭐ 13,101
Your new Mentor for Data Science E-Learning.
Fastbook ⭐ 13,010
The fastai book, published as Jupyter Notebooks
Lightgbm ⭐ 12,776
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.
Stanford Cs 229 Machine Learning ⭐ 12,277
VIP cheatsheets for Stanford's CS 229 Machine Learning
Gensim ⭐ 12,275
Topic Modelling for Humans
Awesome Nlp ⭐ 12,171
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Easyocr ⭐ 12,128
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Awesome Pytorch List ⭐ 12,036
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Applied Ml ⭐ 11,832
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Awesome Kubernetes ⭐ 11,827
A curated list for awesome kubernetes sources 🚢🎉
Rasa ⭐ 11,758
💬 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
Imgaug ⭐ 11,533
Image augmentation for machine learning experiments.
Horovod ⭐ 11,484
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Machine Learning Tutorials ⭐ 11,433
machine learning and deep learning tutorials, articles and other resources
Tensor2tensor ⭐ 11,433
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Chatterbot ⭐ 11,361
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
Python Machine Learning Book ⭐ 11,276
The "Python Machine Learning (1st edition)" book code repository and info resource
Onnx ⭐ 11,027
Open standard for machine learning interoperability
Nsfw_data_scraper ⭐ 10,864
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
The Gan Zoo ⭐ 10,804
A list of all named GANs!
Recommenders ⭐ 10,728
Best Practices on Recommendation Systems
Dive Into Machine Learning ⭐ 10,633
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Flair ⭐ 10,615
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Kubeflow ⭐ 10,538
Machine Learning Toolkit for Kubernetes
D2l En ⭐ 10,532
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Dlib ⭐ 10,389
A toolkit for making real world machine learning and data analysis applications in C++
Turicreate ⭐ 10,352
Turi Create simplifies the development of custom machine learning models.
Numpy Ml ⭐ 10,164
Machine learning, in numpy
Stanford Tensorflow Tutorials ⭐ 10,048
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Nni ⭐ 10,027
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Nltk ⭐ 10,017
NLTK Source
C ⭐ 9,847
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
Mlflow ⭐ 9,825
Open source platform for the machine learning lifecycle
Caire ⭐ 9,649
Content aware image resize library
Ml Nlp ⭐ 9,592
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。
Awesome Production Machine Learning ⭐ 9,566
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Tflearn ⭐ 9,558
Deep learning library featuring a higher-level API for TensorFlow.
Vision ⭐ 9,512
Datasets, Transforms and Models specific to Computer Vision
Awesome Aws ⭐ 9,500
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Mit Deep Learning Book Pdf ⭐ 9,459
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Bert As Service ⭐ 9,432
Mapping a variable-length sentence to a fixed-length vector using BERT model
Deep Learning Drizzle ⭐ 9,390
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Fashion Mnist ⭐ 9,308
A MNIST-like fashion product database. Benchmark 👇
Tutorials ⭐ 9,286
机器学习相关教程
1-100 of 3,730 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