docs: document plotting helpers and fpde[plot] extra#2
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Summary
Document the new FPDE plotting module, the optional
fpde[plot]install extra, and the matching example notebook.Changes
index.mdx: added plotting to the feature list and a note about installing theplotextra.quickstart.mdx: added thepip install "fpde[plot]"command alongside the standard install.api-reference.mdx: added a Plotting helpers section coveringplot_attributions,plot_attribution_waterfall,plot_attribution_summary,plot_attribution_image,plot_perturbation_curves,plot_local_contributions,prepare_local_contribution_data, andplot_prototype_similarity_distribution, plus a compact reference for thefpde.plotsnamespace (FPDEPlotExplanation,bar,beeswarm,scatter,waterfall).examples.mdx: added a Visualize explanations walkthrough (bar, waterfall, beeswarm, similarity distribution, image, perturbation curves) with a link to the newplot_fpde_example.ipynbnotebook.Context
Source PRs: