HewlettPackard / cmf

CMF library helps to collect and store information associated with ML pipelines. It tracks the lineages for artifacts and executions of distributed AI pipelines. It provides API's to record and query the metadata associated with ML pipelines. The framework adopts a data first approach and all artifacts recorded in the framework are versioned and identified by the content hash.

Date Created 2022-03-09 (2 years ago)

Commits 247 (last one 22 days ago)

Stargazers 30 (0 this week)

Watchers 13 (0 this week)

Forks 14

License apache-2.0

Ranking

RepositoryStats indexes 584,777 repositories, of these HewlettPackard/cmf is ranked #559,940 (4th percentile) for total stargazers, and #165,662 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #110,583/116,437.

HewlettPackard/cmf is also tagged with popular topics, for these it's ranked: pipeline (#425/437), metadata (#352/357)

Other Information

HewlettPackard/cmf has 17 open pull requests on Github, 146 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 18 open issues and 6 closed issues.

There have been 6 releases, the latest one was published on 2024-05-31 (5 months ago) with the name Support for Tensorflow and Raytune.

Homepage URL: https://hewlettpackard.github.io/cmf/

All Topics

lineage metadata pipeline

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247 commits on the default branch (master) since jan '22

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

updated: 2024-11-05 @ 12:39pm, id: 467970089 / R_kgDOG-SoKQ