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https://github.com/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.
https://github.com/DAGWorks-Inc/hamilton
dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops machine-learning mlops orchestration pandas python rag software-engineering
Last synced: 10 days ago
JSON representation
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- Host: GitHub
- URL: https://github.com/DAGWorks-Inc/hamilton
- Owner: DAGWorks-Inc
- License: bsd-3-clause-clear
- Created: 2023-02-23T17:16:48.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-28T22:55:19.000Z (11 days ago)
- Last Synced: 2024-10-29T14:52:53.823Z (10 days ago)
- Topics: dag, data-analysis, data-engineering, data-science, dataframe, etl, etl-framework, etl-pipeline, feature-engineering, hacktoberfest, lineage, llmops, machine-learning, mlops, orchestration, pandas, python, rag, software-engineering
- Language: Jupyter Notebook
- Homepage: https://hamilton.dagworks.io/en/latest/
- Size: 69.3 MB
- Stars: 1,821
- Watchers: 16
- Forks: 122
- Open Issues: 129
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Metadata Files:
- Readme: README-DOCS.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md