| 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 |
| 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. |
| polyaxon/polyaxon |
3,438 |
|
4 |
12 |
over 2 years ago |
418 |
December 09, 2023 |
122 |
apache-2.0 |
|
| MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle |
| determined-ai/determined |
2,715 |
|
0 |
1 |
over 2 years 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. |
| automl/Auto-PyTorch |
2,158 |
|
0 |
0 |
over 2 years ago |
5 |
November 23, 2021 |
71 |
apache-2.0 |
Python |
| Automatic architecture search and hyperparameter optimization for PyTorch |
| DLR-RM/rl-baselines3-zoo |
1,640 |
|
0 |
2 |
over 2 years 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. |
