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 | 3 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 | 3 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 | 13,725 | 8 | 27 | 2 months 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. | ||||||||||
Wandb | 8,204 | 39 | 622 | 2 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 | 7,109 | 14 | 2 days ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | ||
Fast and Accurate ML in 3 Lines of Code | ||||||||||
Polyaxon | 3,438 | 4 | 12 | 3 months ago | 418 | December 09, 2023 | 122 | apache-2.0 | ||
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle | ||||||||||
Determined | 2,715 | 1 | 3 months ago | 221 | April 24, 2021 | 142 | apache-2.0 | Go | ||
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow. | ||||||||||
Auto Pytorch | 2,158 | 6 months ago | 5 | November 23, 2021 | 71 | apache-2.0 | Python | |||
Automatic architecture search and hyperparameter optimization for PyTorch | ||||||||||
Rl Baselines3 Zoo | 1,640 | 2 | 3 months ago | 18 | November 17, 2023 | 54 | mit | Python | ||
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. | ||||||||||
Test Tube | 719 | 9 | 17 | 2 years ago | 64 | December 01, 2019 | 27 | mit | JavaScript | |
Python library to easily log experiments and parallelize hyperparameter search for neural networks |