| ray-project/ray |
29,596 |
|
80 |
363 |
over 2 years 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-ai/d2l-en |
20,613 |
|
0 |
0 |
over 2 years 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. |
| microsoft/nni |
13,536 |
|
8 |
27 |
over 2 years 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. |
| autogluon/autogluon |
9,843 |
|
0 |
14 |
5 months ago |
1,168 |
December 10, 2023 |
299 |
apache-2.0 |
Python |
| Fast and Accurate ML in 3 Lines of Code |
| EpistasisLab/tpot |
9,385 |
|
40 |
22 |
over 2 years ago |
62 |
August 15, 2023 |
284 |
lgpl-3.0 |
Python |
| A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. |
| optuna/optuna |
9,176 |
|
26 |
425 |
over 2 years ago |
59 |
October 17, 2023 |
88 |
other |
Python |
| A hyperparameter optimization framework |
| wandb/wandb |
7,760 |
|
39 |
622 |
over 2 years 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. |
| automl/auto-sklearn |
7,262 |
|
15 |
24 |
over 2 years ago |
42 |
September 20, 2022 |
185 |
bsd-3-clause |
Python |
| Automated Machine Learning with scikit-learn |
| hyperopt/hyperopt |
6,979 |
|
252 |
248 |
over 2 years ago |
13 |
November 17, 2021 |
258 |
other |
Python |
| Distributed Asynchronous Hyperparameter Optimization in Python |
| hibayesian/awesome-automl-papers |
3,607 |
|
0 |
0 |
over 3 years ago |
0 |
|
1 |
apache-2.0 |
|
| A curated list of automated machine learning papers, articles, tutorials, slides and projects |
