Generalize row/column collation in HallOfFame.jl. #514
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…l into abstract-popmember
Presently, HallOfFame is overfit to only a select few metrics that can possibly be tracked using subclasses of AbstractPopMember. This (and following) commits attempt to generalize the framework by allowing users to add arbitrary metrics in rows. This also opens up the API to Tables.jl through the SymbolicRegressionTablesExt.jl file which will, amongst other things, allow us to save the hall-of-fame as a DataFrame.jl or a JuliaDB.
atharvas
changed the title
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@MilesCranmer This depends on first merging the #505 PR. Converting to Draft status for now. |
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Right now,
HallOfFame.jlis overfit to only a set of pre-existing metrics (Score / Equation / Complexity). With the introduction ofAbstractPopMemberwe now have the mechanism to track a lot more metrics. This (and following) PR is an attempt to generalize the framework by allowing users to add arbitrary metrics in rows and filter by arbitrary columns.This also opens up the API to
Tables.jlthrough the SymbolicRegressionTablesExt.jl file which will, amongst other things, allow us to save the hall-of-fame as a DataFrame.jl or a JuliaDB.