determined-ai / determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Date Created 2020-04-07 (4 years ago)

Commits 8,230 (last one a day ago)

Stargazers 2,994 (1 this week)

Watchers 83 (0 this week)

Forks 348

License apache-2.0

Ranking

RepositoryStats indexes 565,279 repositories, of these determined-ai/determined is ranked #16,385 (97th percentile) for total stargazers, and #22,531 for total watchers. Github reports the primary language for this repository as Go, for repositories using this language it is ranked #1,244/24,993.

determined-ai/determined is also tagged with popular topics, for these it's ranked: deep-learning (#516/8171), machine-learning (#539/7698), pytorch (#297/5822), kubernetes (#304/3811), tensorflow (#172/2214), data-science (#195/2054), keras (#48/779), mlops (#52/404), hyperparameter-optimization (#14/119)

Other Information

determined-ai/determined has 70 open pull requests on Github, 8,164 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 37 open issues and 347 closed issues.

There have been 115 releases, the latest one was published on 2024-08-23 (about a month ago) with the name 0.36.0.

Homepage URL: https://determined.ai

All Topics

keras mlops pytorch kubernetes tensorflow ml-platform data-science deep-learning machine-learning ml-infrastructure distributed-training hyperparameter-search hyperparameter-tuning hyperparameter-optimization

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

5,177 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Go but there's also others...

Opengraph Image

updated: 2024-09-28 @ 04:16pm, id: 253846879 / R_kgDODyFlXw