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The Top 28,176 Ml Open Source Projects

Topic > Ml
Tensorflow ⭐ 170,730
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit a day ago
Transformers ⭐ 79,139
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 20 hours agopypi transformers} Downloads
Pytorch ⭐ 62,187
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23most recent commit 19 hours ago
Keras ⭐ 57,172
Deep Learning for humans
dependent packages 330total releases 68most recent commit a day agopypi keras} Downloads
Scikit Learn ⭐ 52,713
scikit-learn: machine learning in Python
dependent packages 6,722total releases 64most recent commit a day agopypi scikit-learn} Downloads
Cs Video Courses ⭐ 51,071
List of Computer Science courses with video lectures.
most recent commit 7 days ago
Tesseract ⭐ 48,782
Tesseract Open Source OCR Engine (main repository)
dependent packages 5total releases 1most recent commit 2 days ago
Face_recognition ⭐ 46,925
The world's simplest facial recognition api for Python and the command line
dependent packages 45total releases 21most recent commit a month agopypi face-recognition} Downloads
Ml For Beginners ⭐ 43,903
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 2 days ago
Awesome Scalability ⭐ 43,305
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
most recent commit 6 days ago
Faceswap ⭐ 43,243
Deepfakes Software For All
most recent commit 9 days ago
Tensorflow Examples ⭐ 42,312
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 3 months ago
Julia ⭐ 41,472
The Julia Programming Language
most recent commit 19 hours ago
100 Days Of Ml Code ⭐ 39,550
100 Days of ML Coding
most recent commit 3 days ago
D2l Zh ⭐ 37,421
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
total releases 45most recent commit a day ago
Deepfacelab ⭐ 36,361
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Yolov5 ⭐ 34,816
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit a day ago
Caffe ⭐ 33,033
Caffe: a fast open framework for deep learning.
most recent commit a month ago
Made With Ml ⭐ 31,441
Learn how to responsibly develop, deploy and maintain production machine learning applications.
total releases 5most recent commit 3 months ago
Google Research ⭐ 26,992
Google Research
dependent packages 27total releases 9most recent commit a day agopypi rouge-score} Downloads
Machine Learning For Software Engineers ⭐ 26,436
A complete daily plan for studying to become a machine learning engineer.
most recent commit 17 days ago
Openpose ⭐ 25,515
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
most recent commit 2 months ago
Spacy ⭐ 25,101
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 842total releases 196most recent commit 3 days agopypi spacy} Downloads
Handson Ml ⭐ 24,933
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 2 months 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 10 months ago
Photoprism ⭐ 24,266
AI-Powered Photos App for the Decentralized Web 🌈💎✨
dependent packages 4total releases 151most recent commit 2 days ago
Data Science Ipython Notebooks ⭐ 23,924
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 4 months ago
Handson Ml2 ⭐ 23,910
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 13 days ago
Ray ⭐ 23,827
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 20 hours agopypi ray} Downloads
Xgboost ⭐ 23,712
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 574total releases 65most recent commit a day agopypi xgboost} Downloads
Fastai ⭐ 23,289
The fastai deep learning library
dependent packages 117total releases 143most recent commit 7 days agopypi fastai} Downloads
C Plus Plus ⭐ 22,969
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
most recent commit a day ago
Streamlit ⭐ 22,338
Streamlit — The fastest way to build data apps in Python
dependent packages 404total releases 182most recent commit a day agopypi streamlit} Downloads
Applied Ml ⭐ 22,219
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 6 days ago
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Ml From Scratch ⭐ 21,618
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 3 months ago
Lightning ⭐ 21,331
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 389total releases 221most recent commit a day agopypi pytorch-lightning} Downloads
Nlp Progress ⭐ 21,197
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 a month ago
Netron ⭐ 21,162
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 489most recent commit a day agopypi netron} Downloads
Pumpkin Book ⭐ 20,598
《机器学习》（西瓜书）公式详解
most recent commit 3 months ago
Deepspeech ⭐ 20,513
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 11total releases 100most recent commit 3 months agopypi deepspeech} Downloads
Wavefunctioncollapse ⭐ 20,431
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
most recent commit a month ago
Awesome Datascience ⭐ 20,430
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 4 days ago
Homemade Machine Learning ⭐ 20,319
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
most recent commit 3 months ago
Awesome Deep Learning ⭐ 20,154
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 5 days ago
Mediapipe ⭐ 20,145
Cross-platform, customizable ML solutions for live and streaming media.
dependent packages 94total releases 24most recent commit 2 days agopypi mediapipe} Downloads
Paddle ⭐ 19,463
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 70most recent commit 19 hours ago
Openbbterminal ⭐ 18,982
Investment Research for Everyone, Anywhere.
total releases 4most recent commit 20 hours ago
Shap ⭐ 18,397
A game theoretic approach to explain the output of any machine learning model.
dependent packages 207total releases 95most recent commit 3 days agopypi shap} Downloads
Dash ⭐ 17,993
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 413total releases 154most recent commit 3 days agopypi dash} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 10 months ago
Learnopencv ⭐ 17,842
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Cntk ⭐ 17,225
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 4 months ago
Jina ⭐ 17,197
🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native
dependent packages 2total releases 2,019most recent commit 3 days agopypi jina} Downloads
Tfjs ⭐ 16,955
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 508total releases 126most recent commit a day agonpm @tensorflow/tfjs} Downloads
Gun ⭐ 16,823
An open source cybersecurity protocol for syncing decentralized graph data.
dependent packages 123total releases 235most recent commit 5 days agonpm gun} Downloads
Easyocr ⭐ 16,814
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 37total releases 30most recent commit 10 days agopypi easyocr} Downloads
Fastbook ⭐ 16,735
The fastai book, published as Jupyter Notebooks
total releases 26most recent commit a month ago
Annotated_deep_learning_paper_implementations ⭐ 16,497
🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
dependent packages 1total releases 76most recent commit 11 days agopypi labml-nn} Downloads
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit a year ago
D2l En ⭐ 16,257
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit a day 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 10 months ago
Rasa ⭐ 15,460
💬 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 274most recent commit 2 days agopypi rasa} Downloads
C ⭐ 15,408
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
most recent commit a day ago
Datasets ⭐ 15,104
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 2 days agopypi datasets} Downloads
Recommenders ⭐ 14,807
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 19 days agopypi recommenders} Downloads
Lightgbm ⭐ 14,580
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 365total releases 29most recent commit a day agopypi lightgbm} Downloads
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
most recent commit 6 years ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 3 years ago
Awesome Nlp ⭐ 14,042
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit a month ago
Ml Agents ⭐ 13,996
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 2 days agopypi mlagents} Downloads
Onnx ⭐ 13,978
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Qix ⭐ 13,926
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 6 months ago
Gensim ⭐ 13,894
Topic Modelling for Humans
dependent packages 530total releases 90most recent commit 5 days agopypi gensim} Downloads
Awesome Pytorch List ⭐ 13,707
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 5 days ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit 8 months ago
Mlflow ⭐ 13,535
Open source platform for the machine learning lifecycle
dependent packages 252total releases 62most recent commit 19 hours agopypi mlflow} Downloads
Awesome Kubernetes ⭐ 13,489
A curated list for awesome kubernetes sources 🚢🎉
most recent commit 3 days ago
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 6 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
Vision ⭐ 13,165
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,413total releases 32most recent commit 19 hours agopypi torchvision} Downloads
Awesome Production Machine Learning ⭐ 13,055
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit 2 days ago
Horovod ⭐ 12,973
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit a day agopypi horovod} Downloads
Tensor2tensor ⭐ 12,904
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 11 days agopypi tensor2tensor} Downloads
Machine Learning Tutorials ⭐ 12,876
machine learning and deep learning tutorials, articles and other resources
most recent commit a month ago
The Gan Zoo ⭐ 12,819
A list of all named GANs!
most recent commit 2 months ago
Chatterbot ⭐ 12,679
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
dependent packages 11total releases 80most recent commit 2 months agopypi ChatterBot} Downloads
Best Of Ml Python ⭐ 12,528
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Predictionio ⭐ 12,510
PredictionIO, a machine learning server for developers and ML engineers.
dependent packages 8total releases 5most recent commit 2 years ago
Mindsdb ⭐ 12,496
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 2 days agopypi mindsdb} Downloads
Argo Workflows ⭐ 12,428
Workflow engine for Kubernetes
dependent packages 31total releases 423most recent commit 2 days ago
Nni ⭐ 12,425
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 51most recent commit 6 days agopypi nni} Downloads
Flair ⭐ 12,401
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 52total releases 27most recent commit 3 days agopypi flair} Downloads
Kubeflow ⭐ 12,207
Machine Learning Toolkit for Kubernetes
dependent packages 2total releases 112most recent commit 2 days ago
Gradio ⭐ 12,094
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 21total releases 355most recent commit a day agopypi gradio} Downloads
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit a year 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 a year ago
Dlib ⭐ 11,684
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
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 5 months ago
Numpy Ml ⭐ 11,631
Machine learning, in numpy
total releases 3most recent commit 19 days ago
1-100 of 28,176 projects
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Top Programming Languages
Javascript  (1,156,493)
Python  (889,550)
Java  (411,965)
Typescript  (305,687)
Php  (297,941)
C Plus Plus  (257,923)
Ruby  (225,146)
C  (193,797)
Shell  (182,451)
C Sharp  (178,367)
Golang  (171,982)
Swift  (69,011)
Rust  (68,653)
R  (62,170)
Dart  (61,888)
Objective C  (57,069)
Kotlin  (53,336)
Lua  (38,401)
Matlab  (32,856)
Perl  (30,828)
Language  (29,926)
Scala  (29,377)
Haskell  (20,933)
Powershell  (20,399)
Clojure  (19,557)
Bash  (19,211)
Elixir  (17,458)
Coffeescript  (17,147)
Assembly  (15,678)
Julia  (14,016)
Processing  (13,329)
Emacs Lisp  (10,853)
Basic  (10,670)
Flow  (10,508)
Solidity  (10,041)
Erlang  (9,124)
Groovy  (8,616)
Scheme  (8,438)
Ocaml  (6,955)
Pascal  (6,802)
Hack  (6,584)
Lisp  (6,359)
Fortran  (5,796)
Elm  (5,565)
Common Lisp  (5,468)
Shell Script  (4,842)
Dlang  (4,803)
Python Library  (4,518)
Crystal  (4,448)
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