Hamilton Open Source

<@U03PR67SY3G> <@U061SKU079D> we can chat here around the experimentation and hyper parameter stuff

I will share some working code tomorrow to enable the features we discussed. We'll be able to iterate over what workflow is useful and then work towards a robust API to add to Hamilton!

<@U061SKU079D> what’s your github handle?

started repo for toy code here - <https://github.com/DAGWorks-Inc/tuning-playground>

<https://github.com/gilad-rubin|https://github.com/gilad-rubin>

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Added the `tuner.ipynb` notebook with some of the code I have: <https://github.com/DAGWorks-Inc/tuning-playground/blob/main/tuner.ipynb>

The automated collection of `@config.when()` value would require changes to Hamilton's internals

<@U061SKU079D> what do you plan on tackling here this week?

1. Setting up a real example with hydra, hamilton & mlflow
2. Building a Streamlit application where you can define the parameters and sweeps 

added <https://github.com/DAGWorks-Inc/tuning-playground/pull/3>

Otherwise <@U061SKU079D> there isn’t a strong need to `@config` everything, because Hamilton wont run parts of the DAG that aren’t required for the requested output.