maybe you're already thinking about this and the solution belongs elsewhere, but it would be great for, in all projects, there be a log of "features" alongside their "metadata". Note i'm using these terms poorly here, categorizing all columns as "features" and "metadata" as information about the features (which includes whether or not it is a morphology feature or a metadata feature). We could here populate additional columns (or save them alternatively) using pycytominer feature select to mark which columns should be dropped and when - just some ideas!
Originally posted by @gwaybio in #214 (comment)
Originally posted by @gwaybio in #214 (comment)