2D posterior guessing webapp (export + paint-and-compare) - #7
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CommanderPho wants to merge 1 commit into
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2D posterior guessing webapp (export + paint-and-compare)#7CommanderPho wants to merge 1 commit into
CommanderPho wants to merge 1 commit into
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Export portable NPZ bundles (synthetic demo included), FastAPI + canvas UI to scrub bins, paint guessed posteriors, reveal truth, score overlap, and persist predictions for later analysis. Co-authored-by: Pho Hale <CommanderPho@users.noreply.github.com>
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Summary
Adds an export-then-app workflow for interactive 2D posterior guessing:
pho/posterior_guessing/+scripts/export_posterior_guessing_bundle.py).apps/posterior_guessing/) lets users scrub decoded time bins, inspect tuning curves of cells that fired, paint a guessed posterior on a blank canvas, press Enter to reveal the true posterior (different colormap), get a Hellinger-affinity score, and save predictions to disk.A synthetic demo bundle is included at
data/posterior_guessing/synthetic_demo_pf2d_guessing.npz.How to run
Tests
pytest tests/test_posterior_guessing.py— schema round-trip, scoring invariants, API hides true posterior until reveal (5 passed).