Add edaprep to Feature Engineering - #104
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Adding edaprep under Feature Engineering > General, at the last position per
contribution rule 2.
edaprep plans a preprocessing pipeline from a dataset profile and explains every
decision it makes in English, naming the statistic behind it -- "median rather
than mean because it is unaffected by the skew (3.22) and by outliers". Learned
state is fitted on the training frame only, and that property is enforced by
tests rather than documented as a convention.
Sits closest to Feature Engine in the existing list, and is pandas-compatible, so
I have added the pandas badge.
Disclosure: I am the author. Happy to move it if another section fits better.