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 8,382 (last one 9 days ago)

Stargazers 3,061 (3 this week)

Watchers 84 (0 this week)

Forks 359

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these determined-ai/determined is ranked #16,515 (97th percentile) for total stargazers, and #22,394 for total watchers. Github reports the primary language for this repository as Go, for repositories using this language it is ranked #1,264/26,074.

determined-ai/determined is also tagged with popular topics, for these it's ranked: deep-learning (#518/8512), machine-learning (#539/8063), pytorch (#303/6025), kubernetes (#309/3953), tensorflow (#170/2255), data-science (#195/2138), keras (#48/794), mlops (#54/421), hyperparameter-optimization (#14/122)

Other Information

determined-ai/determined has 60 open pull requests on Github, 8,368 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 38 open issues and 349 closed issues.

There have been 129 releases, the latest one was published on 2024-11-22 (29 days ago) with the name v0.38.0.

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

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5,329 commits on the default branch (main) since jan '22

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Languages

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

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updated: 2024-12-21 @ 01:09pm, id: 253846879 / R_kgDODyFlXw