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The Top 30,915 Machine Learning Open Source Projects on Github

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 161,036
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 53,352
Deep Learning for humans
Pytorch ⭐ 52,544
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scikit Learn ⭐ 48,154
scikit-learn: machine learning in Python
Tesseract ⭐ 43,005
Tesseract Open Source OCR Engine (main repository)
Face_recognition ⭐ 42,371
The world's simplest facial recognition api for Python and the command line
Tensorflow Examples ⭐ 41,293
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Faceswap ⭐ 39,736
Deepfakes Software For All
Julia ⭐ 37,356
The Julia Programming Language
Awesome Scalability ⭐ 36,523
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
100 Days Of Ml Code ⭐ 33,030
100 Days of ML Coding
Caffe ⭐ 32,106
Caffe: a fast open framework for deep learning.
Madewithml ⭐ 29,171
Learn how to responsibly deliver value with ML.
D2l Zh ⭐ 28,453
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
Ml For Beginners ⭐ 27,720
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Machine Learning For Software Engineers ⭐ 25,292
A complete daily plan for studying to become a machine learning engineer.
Cs Video Courses ⭐ 25,220
List of Computer Science courses with video lectures.
Handson Ml ⭐ 23,646
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Openpose ⭐ 22,729
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Coursera Ml Andrewng Notes ⭐ 22,433
吴恩达老师的机器学习课程个人笔记
Xgboost ⭐ 21,948
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
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
Spacy ⭐ 21,871
💫 Industrial-strength Natural Language Processing (NLP) in Python
Data Science Ipython Notebooks ⭐ 21,791
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.
Fastai ⭐ 21,671
The fastai deep learning library
Google Research ⭐ 20,694
Google Research
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.
Nlp Progress ⭐ 19,448
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.
Yolov5 ⭐ 19,321
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Pumpkin Book ⭐ 18,830
《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
Deepspeech ⭐ 18,583
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.
Ray ⭐ 18,393
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.
Awesome Deep Learning ⭐ 17,908
A curated list of awesome Deep Learning tutorials, projects and communities.
Homemade Machine Learning ⭐ 17,793
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Applied Ml ⭐ 17,733
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Awesome Datascience ⭐ 17,464
📝 An awesome Data Science repository to learn and apply for real world problems.
Paddle ⭐ 17,128
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）
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Netron ⭐ 17,055
Visualizer for neural network, deep learning, and machine learning models
C Plus Plus ⭐ 16,976
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Wavefunctioncollapse ⭐ 16,911
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
Streamlit ⭐ 16,754
Streamlit — The fastest way to build data apps in Python
100 Days Of Ml Code ⭐ 16,532
100-Days-Of-ML-Code中文版
Pytorch Lightning ⭐ 16,449
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Tfjs ⭐ 15,779
A WebGL accelerated JavaScript library for training and deploying ML models.
Pytorch Handbook ⭐ 15,523
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
Learnopencv ⭐ 15,287
Learn OpenCV : C++ and Python Examples
Gun ⭐ 14,982
An open source cybersecurity protocol for syncing decentralized graph data.
Mediapipe ⭐ 14,918
Cross-platform, customizable ML solutions for live and streaming media.
Shap ⭐ 14,794
A game theoretic approach to explain the output of any machine learning model.
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
Fastbook ⭐ 13,920
The fastai book, published as Jupyter Notebooks
Screenshot To Code ⭐ 13,538
A neural network that transforms a design mock-up into a static website.
Qix ⭐ 13,511
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Cheatsheets Ai ⭐ 13,281
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
Lightgbm ⭐ 13,243
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.
Virgilio ⭐ 13,166
Your new Mentor for Data Science E-Learning.
Rasa ⭐ 13,145
💬 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 ⭐ 12,905
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Gensim ⭐ 12,714
Topic Modelling for Humans
Awesome Nlp ⭐ 12,494
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Jina ⭐ 12,428
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
Awesome Pytorch List ⭐ 12,419
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Awesome Kubernetes ⭐ 12,283
A curated list for awesome kubernetes sources 🚢🎉
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
Horovod ⭐ 11,903
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
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.
Tensor2tensor ⭐ 11,820
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Onnx ⭐ 11,761
Open standard for machine learning interoperability
Recommenders ⭐ 11,747
Best Practices on Recommendation Systems
C ⭐ 11,739
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
Chatterbot ⭐ 11,733
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
D2l En ⭐ 11,654
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Machine Learning Tutorials ⭐ 11,643
machine learning and deep learning tutorials, articles and other resources
Datasets ⭐ 11,480
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Python Machine Learning Book ⭐ 11,282
The "Python Machine Learning (1st edition)" book code repository and info resource
Flair ⭐ 11,023
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Kubeflow ⭐ 10,995
Machine Learning Toolkit for Kubernetes
The Gan Zoo ⭐ 10,959
A list of all named GANs!
Nsfw_data_scraper ⭐ 10,854
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Mlflow ⭐ 10,826
Open source platform for the machine learning lifecycle
Dive Into Machine Learning ⭐ 10,789
Dive into Machine Learning with Python Jupyter notebook and scikit-learn! First posted in 2016, maintained as of 2021. Pull requests welcome.
Dlib ⭐ 10,723
A toolkit for making real world machine learning and data analysis applications in C++
Nni ⭐ 10,639
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Numpy Ml ⭐ 10,559
Machine learning, in numpy
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
Awesome Production Machine Learning ⭐ 10,439
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Vision ⭐ 10,437
Datasets, Transforms and Models specific to Computer Vision
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
Nltk ⭐ 10,283
NLTK Source
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Ai Expert Roadmap ⭐ 10,037
Roadmap to becoming an Artificial Intelligence Expert in 2021
Argo Workflows ⭐ 9,879
Workflow engine for Kubernetes
Awesome Aws ⭐ 9,792
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Caire ⭐ 9,740
Content aware image resize library
Deep Learning Drizzle ⭐ 9,658
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Bert As Service ⭐ 9,360
Mapping a variable-length sentence to a fixed-length vector using BERT model
Ml Nlp ⭐ 9,314
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。
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Software Development 📦 68
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Software Quality 📦 127
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