The Top 23 Machine Learning Open Source Projects

Open source projects categorized as Machine Learning

Categories > Machine Learning > Machine Learning

An Open Source Machine Learning Framework for Everyone

dependent packages 78total releases 46most recent commit a year ago

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

dependent packages 2,484total releases 125most recent commit a day ago

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dependent packages 8,272total releases 39most recent commit a year ago

Netdata ⭐ 72,202

Architected for speed. Automated for easy. Monitoring and troubleshooting, transformed!

most recent commit 8 months ago

D2l Zh ⭐ 65,070

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

dependent packages 1total releases 51most recent commit a year ago

Ml For Beginners ⭐ 63,698

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

most recent commit 2 years ago

Keras ⭐ 63,180

Deep Learning for humans

dependent packages 697total releases 87most recent commit 11 days ago

Cs Video Courses ⭐ 62,887

List of Computer Science courses with video lectures.

most recent commit a year ago

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

dependent packages 11,480total releases 73most recent commit a year ago

Tesseract ⭐ 56,096

Tesseract Open Source OCR Engine (main repository)

dependent packages 7total releases 1most recent commit a year ago

Annotated_deep_learning_paper_implementations ⭐ 53,666

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dependent packages 2total releases 79most recent commit a year ago

Face_recognition ⭐ 50,794

The world's simplest facial recognition api for Python and the command line

dependent packages 61total releases 23most recent commit 2 years ago

Awesome Scalability ⭐ 50,409

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

most recent commit 2 years ago

Faceswap ⭐ 48,125

Deepfakes Software For All

most recent commit 2 years ago

Deepfacelab ⭐ 45,535

DeepFaceLab is the leading software for creating deepfakes.

most recent commit 2 years ago

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

dependent packages 2total releases 3most recent commit a year ago

Julia ⭐ 43,937

The Julia Programming Language

dependent packages 6total releases 11most recent commit a year ago

Tensorflow Examples ⭐ 43,109

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

most recent commit a year ago

100 Days Of Ml Code ⭐ 42,417

100 Days of ML Coding

most recent commit 2 years ago

Airflow ⭐ 40,978

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

dependent packages 320total releases 169most recent commit a day ago

Made With Ml ⭐ 38,559

Learn how to design, develop, deploy and iterate on production-grade ML applications.

total releases 5most recent commit a year ago

Open Assistant ⭐ 36,197

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

most recent commit a year ago

Ai For Beginners ⭐ 35,607

12 Weeks, 24 Lessons, AI for All!

most recent commit 8 months ago

The 10 Most Depended On Machine Learning Open Source Projects

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

dependent packages 11,480total releases 73latest release October 23, 2023most recent commit a year ago

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dependent packages 8,272total releases 39latest release November 15, 2023most recent commit a year ago

Vision ⭐ 15,059

Datasets, Transforms and Models specific to Computer Vision

dependent packages 2,531total releases 39latest release November 15, 2023most recent commit a year ago

Transformers ⭐ 146,878

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

dependent packages 2,484total releases 125latest release November 15, 2023most recent commit a day ago

Stats ⭐ 2,753

A well tested and comprehensive Golang statistics library package with no dependencies.

dependent packages 2,446total releases 14latest release May 11, 2023most recent commit 2 years ago

Nltk ⭐ 12,699

NLTK Source

dependent packages 2,261total releases 59latest release July 20, 2023most recent commit 2 years ago

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

dependent packages 1,367total releases 226latest release October 16, 2023most recent commit a year ago

Streamlit ⭐ 29,794

Streamlit — A faster way to build and share data apps.

dependent packages 1,228total releases 212latest release November 30, 2023most recent commit a year ago

Xgboost ⭐ 25,253

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 972total releases 79latest release November 13, 2023most recent commit a year ago

Gensim ⭐ 16,014

Topic Modelling for Humans

dependent packages 766total releases 93latest release August 24, 2023most recent commit 5 months ago

The 10 Latest Releases In Machine Learning Open Source Projects

Lightgbmlss ⭐ 179

An extension of LightGBM to probabilistic modelling

total releases 3latest release January 19, 2024most recent commit a year ago

Txtchat ⭐ 183

💭 Retrieval augmented generation (RAG) and language model powered search applications

total releases 3latest release January 12, 2024most recent commit a year ago

Slideflow ⭐ 193

Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

total releases 59latest release January 11, 2024most recent commit a year ago

Moleculekit ⭐ 183

MoleculeKit: Your favorite molecule manipulation kit

dependent packages 1total releases 187latest release January 10, 2024most recent commit 2 years ago

Jiminy ⭐ 191

Jiminy: a fast and portable Python/C++ simulator of poly-articulated robots with OpenAI Gym interface for reinforcement learning

dependent packages 3total releases 144latest release January 04, 2024most recent commit a year ago

Pollinations ⭐ 180

Generate Art

total releases 24latest release December 21, 2023most recent commit 2 years ago

Aphrodite Engine ⭐ 199

PygmalionAI's large-scale inference engine

total releases 13latest release December 19, 2023most recent commit a year ago

Smartsim ⭐ 196

SmartSim Infrastructure Library.

total releases 8latest release December 18, 2023most recent commit a year ago

Generative Ai Python ⭐ 553

The Google AI Python SDK enables developers to use Google's state-of-the-art generative AI models (like Gemini and PaLM) to build AI-powered features and applications.

dependent packages 32total releases 9latest release December 12, 2023most recent commit a year ago

Fondant ⭐ 293

Production-ready data processing made easy and shareable

total releases 24latest release December 12, 2023most recent commit a year ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Keras