Remove feature transforms and data scaling from problem definition.

socialfoundations / folktables

Datasets derived from US census data

MIT License

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Closed millerjohnp closed 3 years ago

francesding commented 3 years ago

Thanks John! The changes mostly look good to me -- two notes:

I'll make a few changes to the README to reference that it's a feature list, and no longer a feature transform list.
I also noticed you got rid of the df_to_df function; do we not need that function at all anymore?

millerjohnp commented 3 years ago

I did remove the df_to_df function. We can add it back, but I don't think we're using it for anything.

ludwigschmidt commented 3 years ago

IIRC we had that for some experiments with AIF360. If we don't need it any more, let's remove the function to keep the API small.