DAGWorks-Inc / hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Date Created 2023-02-23 (about a year ago)

Commits 1,722 (last one 3 days ago)

Stargazers 1,915 (11 this week)

Watchers 18 (0 this week)

Forks 129

License bsd-3-clause-clear

Ranking

RepositoryStats indexes 595,890 repositories, of these DAGWorks-Inc/hamilton is ranked #27,098 (95th percentile) for total stargazers, and #130,347 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #605/17,543.

DAGWorks-Inc/hamilton is also tagged with popular topics, for these it's ranked: python (#1,697/22322), hacktoberfest (#1,634/15288), machine-learning (#808/8062), data-science (#267/2137), data-analysis (#92/669), pandas (#77/585), rag (#67/530), mlops (#64/421), data-engineering (#43/304), etl (#25/263), software-engineering (#25/249), orchestration (#30/192), llmops (#42/170), feature-engineering (#13/113)

Other Information

DAGWorks-Inc/hamilton has 25 open pull requests on Github, 778 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 102 open issues and 232 closed issues.

There have been 114 releases, the latest one was published on 2024-12-17 (3 days ago) with the name sf-hamilton-1.85.1.

Homepage URL: https://hamilton.dagworks.io/en/latest/

All Topics

dag etl rag mlops llmops pandas python lineage dataframe data-science etl-pipeline data-analysis etl-framework hacktoberfest orchestration data-engineering machine-learning feature-engineering software-engineering

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1,601 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 Jupyter Notebook but there's also others...

updated: 2024-12-21 @ 03:18am, id: 605682921 / R_kgDOJBn86Q