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Mar 8, 2023
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Adds Hamilton to match ecosystem.md #51694

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17 changes: 17 additions & 0 deletions doc/source/ecosystem.rst
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Expand Up @@ -600,3 +600,20 @@ Install pandas-stubs to enable basic type coverage of pandas API.
Learn more by reading through :issue:`14468`, :issue:`26766`, :issue:`28142`.

See installation and usage instructions on the `GitHub page <https://github.com/pandas-dev/pandas-stubs>`__.

`Hamilton <https://github.com/dagworks-inc/hamilton>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Hamilton is a declarative dataflow framework that came out of Stitch Fix. It was designed to help one manage a Pandas code base, specifically with respect to feature engineering for machine learning models.

It prescibes an opinionated paradigm, that ensures all code is:

* unit testable
* integration testing friendly
* documentation friendly
* transformation logic is reusable, as it is decoupled from the context of where it is used.
* integratable with runtime data quality checks.

This helps one to scale your pandas code base, at the same time, keeping maintenance costs low.

For more information, see `documentation <https://hamilton.readthedocs.io/>`__.