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The Top 25,446 Machine Learning Open Source Projects

Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 166,096
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 20 hours ago
Transformers ⭐ 66,231
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 879total releases 84most recent commit a day agopypi transformers} Downloads
Pytorch ⭐ 57,068
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 21 hours ago
Keras ⭐ 55,542
Deep Learning for humans
dependent packages 301total releases 65most recent commit a day agopypi keras} Downloads
Scikit Learn ⭐ 50,594
scikit-learn: machine learning in Python
dependent packages 6,404total releases 63most recent commit 20 hours agopypi scikit-learn} Downloads
Tesseract ⭐ 45,689
Tesseract Open Source OCR Engine (main repository)
dependent packages 5total releases 1most recent commit 6 days ago
Face_recognition ⭐ 44,831
The world's simplest facial recognition api for Python and the command line
dependent packages 45total releases 21most recent commit 22 days agopypi face-recognition} Downloads
Faceswap ⭐ 41,567
Deepfakes Software For All
most recent commit 20 hours ago
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
Julia ⭐ 39,721
The Julia Programming Language
most recent commit 20 hours ago
Awesome Scalability ⭐ 39,079
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
most recent commit 6 days ago
Ml For Beginners ⭐ 38,826
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 3 days ago
Cs Video Courses ⭐ 37,724
List of Computer Science courses with video lectures.
most recent commit 8 days ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 4 months ago
D2l Zh ⭐ 33,337
《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。
total releases 41most recent commit a day ago
Deepfacelab ⭐ 32,708
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Caffe ⭐ 32,106
Caffe: a fast open framework for deep learning.
most recent commit 7 months ago
Made With Ml ⭐ 30,331
Learn how to responsibly deliver value with ML.
most recent commit 3 days ago
Yolov5 ⭐ 28,072
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit a day ago
Machine Learning For Software Engineers ⭐ 25,292
A complete daily plan for studying to become a machine learning engineer.
most recent commit 10 months 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 8 days 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 3 months ago
Openpose ⭐ 24,401
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
most recent commit 12 days ago
Google Research ⭐ 23,989
Google Research
dependent packages 27total releases 4most recent commit a day agopypi rouge-score} Downloads
Spacy ⭐ 23,691
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 823total releases 194most recent commit a day agopypi spacy} Downloads
Xgboost ⭐ 22,913
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
dependent packages 545total releases 64most recent commit a day agopypi xgboost} Downloads
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 3 months ago
Fastai ⭐ 22,451
The fastai deep learning library
dependent packages 115total releases 133most recent commit 2 days agopypi fastai} Downloads
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Photoprism ⭐ 21,125
AI-Powered Photos App for the Decentralized Web 🌈💎✨
dependent packages 3total releases 151most recent commit 21 hours ago
Ray ⭐ 21,107
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.
dependent packages 194total releases 73most recent commit a day agopypi ray} Downloads
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 2 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 6 days ago
Nlp Progress ⭐ 19,941
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.
most recent commit 3 months ago
C Plus Plus ⭐ 19,829
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
most recent commit 8 days ago
Pumpkin Book ⭐ 19,746
《机器学习》（西瓜书）公式详解
most recent commit 2 months ago
Streamlit ⭐ 19,721
Streamlit — The fastest way to build data apps in Python
dependent packages 381total releases 167most recent commit a day agopypi streamlit} Downloads
Deepspeech ⭐ 19,333
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.
dependent packages 9total releases 98most recent commit 4 months agonpm deepspeech} Downloads
Lightning ⭐ 19,207
Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems).
dependent packages 378total releases 210most recent commit 21 hours agopypi pytorch-lightning} Downloads
Netron ⭐ 19,199
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 469most recent commit a day agopypi netron} Downloads
Homemade Machine Learning ⭐ 19,172
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit 2 months ago
Awesome Datascience ⭐ 18,929
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 10 days ago
Awesome Deep Learning ⭐ 18,703
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 2 months ago
Wavefunctioncollapse ⭐ 18,614
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
most recent commit a month ago
Paddle ⭐ 18,467
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 68most recent commit 20 hours ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 3 months ago
Mediapipe ⭐ 17,792
Cross-platform, customizable ML solutions for live and streaming media.
dependent packages 90total releases 22most recent commit 3 days agopypi mediapipe} Downloads
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 10 months ago
Dash ⭐ 16,744
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 405total releases 151most recent commit 21 hours agopypi dash} Downloads
Shap ⭐ 16,635
A game theoretic approach to explain the output of any machine learning model.
dependent packages 207total releases 95most recent commit 16 days agopypi shap} Downloads
Learnopencv ⭐ 16,607
Learn OpenCV : C++ and Python Examples
most recent commit a day ago
Tfjs ⭐ 16,351
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 324total releases 123most recent commit a day agonpm @tensorflow/tfjs} Downloads
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 5 months ago
Pytorch Handbook ⭐ 16,243
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
most recent commit 3 months ago
Gun ⭐ 16,096
An open source cybersecurity protocol for syncing decentralized graph data.
dependent packages 111total releases 234most recent commit 6 days agonpm gun} Downloads
Easyocr ⭐ 15,114
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 36total releases 27most recent commit 9 days agopypi easyocr} Downloads
Fastbook ⭐ 15,032
The fastai book, published as Jupyter Notebooks
total releases 25most recent commit a month ago
Jina ⭐ 15,015
Build cross-modal and multi-modal applications on the cloud
dependent packages 2total releases 1,872most recent commit 20 hours agopypi jina} Downloads
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
most recent commit 5 years ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 2 years ago
Rasa ⭐ 14,498
💬 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
dependent packages 28total releases 256most recent commit 2 days agopypi rasa} Downloads
Lightgbm ⭐ 13,940
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
D2l En ⭐ 13,852
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 a day ago
Qix ⭐ 13,846
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 9 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 16 days ago
Datasets ⭐ 13,721
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 196total releases 49most recent commit 20 hours agopypi datasets} Downloads
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit a month ago
Recommenders ⭐ 13,418
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 11 days agopypi recommenders} Downloads
Virgilio ⭐ 13,296
Your new Mentor for Data Science E-Learning.
most recent commit 2 months 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
Gensim ⭐ 13,146
Topic Modelling for Humans
dependent packages 507total releases 90most recent commit 2 months agopypi gensim} Downloads
Awesome Nlp ⭐ 13,113
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit 2 months ago
Ml Agents ⭐ 13,019
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 12 days agopypi mlagents} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Awesome Kubernetes ⭐ 12,800
A curated list for awesome kubernetes sources 🚢🎉
most recent commit a month ago
Onnx ⭐ 12,785
Open standard for machine learning interoperability
dependent packages 235total releases 26most recent commit 4 days agopypi onnx} Downloads
Horovod ⭐ 12,553
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day agopypi horovod} Downloads
Predictionio ⭐ 12,510
PredictionIO, a machine learning server for developers and ML engineers.
dependent packages 8total releases 5most recent commit a year ago
Openbbterminal ⭐ 12,469
Investment Research for Everyone, Anywhere.
total releases 4most recent commit 20 hours ago
Tensor2tensor ⭐ 12,180
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit 3 months agopypi tensor2tensor} Downloads
Mlflow ⭐ 12,165
Open source platform for the machine learning lifecycle
dependent packages 240total releases 59most recent commit 21 hours agopypi mlflow} Downloads
Chatterbot ⭐ 12,082
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
dependent packages 10total releases 80most recent commit 4 months agopypi ChatterBot} Downloads
Vision ⭐ 11,968
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,305total releases 30most recent commit 21 hours agopypi torchvision} Downloads
Machine Learning Tutorials ⭐ 11,923
machine learning and deep learning tutorials, articles and other resources
most recent commit 3 months ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit 8 months agopypi imgaug} Downloads
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 10 months ago
The Gan Zoo ⭐ 11,809
A list of all named GANs!
most recent commit 4 months ago
Flair ⭐ 11,761
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 48total releases 27most recent commit 20 hours agopypi flair} Downloads
Awesome Production Machine Learning ⭐ 11,660
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit a month ago
Nni ⭐ 11,644
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit a day agopypi nni} Downloads
Kubeflow ⭐ 11,631
Machine Learning Toolkit for Kubernetes
dependent packages 2total releases 112most recent commit 20 hours ago
Nsfw_data_scraper ⭐ 11,602
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
most recent commit 3 months ago
Argo Workflows ⭐ 11,298
Workflow engine for Kubernetes
dependent packages 28total releases 421most recent commit a day 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
Dlib ⭐ 11,239
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 3 days agopypi dlib} Downloads
Halfrost Field ⭐ 11,208
✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地
most recent commit 3 days ago
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most 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 14 days ago
Best Of Ml Python ⭐ 10,882
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit a day ago
1-100 of 25,446 projects
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Top Programming Languages
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Language  (30,058)
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