Plotting rework 2: add new plotting functions (and improve some old ones)#182
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Plotting rework 2: add new plotting functions (and improve some old ones)#182
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casblaauw
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NOTE: this looks like an insane amount of commits until #166 is merged into v2.0.
crested.pl.scatter.gini_filtering: a plotting function that visualizes the effects of different cutoffs incrested.pp.filter_regions_on_specificity().crested.pl.scatter.region: a function to plot ground truth vs pred for a single region as a scatter, especially useful for models with many classes.crested.pl.bar.region:crested.pl.bar.prediction, and provides a one-stop-shop for plotting a single region's values as a barplot.log_transformoption to align with all other plotting functions.crested.pl.scatter.class_density:square=True, this now manually calculates and sets axis limits to ensure the y=x identity diagonal runs exactly through the corners of the plot. I did a TON of testing and googling to get this to work with aspect ratios (and made a stackoverflow account for it), but just couldn't get it to work with that. This works, even with multiple-model plots.Fixes #177 (except for the heatmaps with row/col_colors support, I'd like to get to that later.)