Brian Wylie

The confusion matrix is nice, but there's no interactivity on it right now. Let's figure out what we might do/highlight when part of the CM are clicked.

Right now the UI does a nice job of setting the component to 'Waiting for data...' when it first spins up, but it would also be nice for the components...

See: https://github.com/mkdocstrings/mkdocstrings/blob/main/docs/recipes.md

GitHub Actions: Python Package and Publish Python Package

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So Python Package will test code on different Python versions and the Publish action will automatically publish a new PYPI version, both are good, do them.

Set up the Github Actions to do automated testing of the sageworks code base. Challenges - How are we going to 'mock' the AWS Account... seems like a huge undertaking.......

Let's make a cool mkdocs cover page - https://github.com/tylerdotrar/mkdocs-coverpage

As part of the 'value' we bring the SageWorks toolkit should have a wiki page on each component and it's super powers :) - Data Loader - DataSource - FeatureSet...

Alright it's time to bring out the KNN Model. This will be a subclass of model that you build off a feature set and it will have some kewl visualizations...

What are all the interesting corner cases for Feature Sets? - Ingestion - Can I send a superset of columns to ingestions? - Can I reorder the columns? - What...