PANDA / scripts /figures /README.md
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Correction pass: gate-matched Dahlin, retracted unsupported claims, complete HF-placode DEG set, restyled figures
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scripts/figures

figure builders for PAPER.tex + figures/PANDA_supplement.pdf. all figures load from real artefacts under discovery/, checkpoints/, and the corpus files -- no hardcoded numbers.

script output
generate_paper_figures.py main-text figures 1-4 (per-class F1 bars, volcano, heatmap, stage stack)
generate_umap.py Dingwall 2-panel UMAP (predicted class + genotype)
generate_multi_umap.py 3-panel cross-system UMAP (Dingwall + Dahlin + Veres)
build_skin_corpus_umap.py full pan-skin training-corpus UMAP
build_figure_supplement.py master builder for the multi-page supplement
build_umaps_and_discovery.py per-target UMAPs + mechanistic-evidence panels