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 | 8,136 | 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 | 7,027 | 14 | 17 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 | 3 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 | 3 months ago | 418 | December 09, 2023 | 122 | apache-2.0 | ||
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle | ||||||||||
Keras Tuner | 2,795 | 2 | 60 | 4 months ago | 34 | November 07, 2023 | 203 | apache-2.0 | Python | |
A Hyperparameter Tuning Library for Keras | ||||||||||
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. | ||||||||||
Coursera Deep Learning Specialization | 2,459 | 3 months ago | 22 | Jupyter Notebook | ||||||
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models |