Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Ray | 29,596 | 80 | 363 | 2 months ago | 95 | December 04, 2023 | 3,528 | apache-2.0 | Python | |
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. | ||||||||||
D2l En | 20,613 | 2 months ago | 2 | November 13, 2022 | 115 | other | Python | |||
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | ||||||||||
Nni | 13,669 | 8 | 27 | 21 days ago | 55 | September 14, 2023 | 342 | mit | Python | |
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | ||||||||||
Optuna | 9,472 | 26 | 425 | 7 hours ago | 59 | October 17, 2023 | 88 | other | Python | |
A hyperparameter optimization framework | ||||||||||
Tpot | 9,463 | 40 | 22 | a month ago | 62 | August 15, 2023 | 284 | lgpl-3.0 | Python | |
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | ||||||||||
Wandb | 7,989 | 39 | 622 | 14 days ago | 266 | December 05, 2023 | 1,040 | mit | Python | |
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API. | ||||||||||
Autogluon | 6,976 | 14 | 7 days ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | ||
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data | ||||||||||
Flaml | 3,500 | 11 | 2 months ago | 92 | October 02, 2023 | 210 | mit | Jupyter Notebook | ||
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP. | ||||||||||
Polyaxon | 3,438 | 4 | 12 | 2 months ago | 418 | December 09, 2023 | 122 | apache-2.0 | ||
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle | ||||||||||
Mljar Supervised | 2,867 | 2 | 2 months ago | 84 | September 26, 2023 | 141 | mit | Python | ||
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation |