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Pandas rewrite Performance optimizations (#136)
* basic scatterplot experiments * experiment results with manually binned heatmaps * experiment result * incorporated heatmap code into executor and renderer * additional experiments to evaluate scatter v.s. heatmap performance * experiment based on real estate and airbnb data * modified general sampling criteria, suppress SettingWithCopyWarning stemming from groupby .agg (#93) * decrease sampling parameter * change sampling strategy (above threshold keep 3/4 of data) * remove experiment dir * modified performance param * enforce lux-widget minimum version * update requirement.txt * testing out modin (Recursion error) * create modin executor, all else in sync with master changes * rewrote .loc with column reference, speed up by 100x * replace agg("count") with .count() --> ~0.1ms speedup * run black
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