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Junior B. 817bcda7dc Structure-binding track: scaffold + ligand-retrieval baseline

Start the structure-based binding branch (PLAN §12), baseline-first.

- src/binding.py: validated RDKit ligand retrieval (morgan_fp, tanimoto,
  retrieve_nearest = the §12.9 engine) + dock() stub documenting the
  blocked ARM-Mac toolchain
- scripts/binding_ligand_baseline.py: 300 drugs vs known binders
- docs/structure_binding_notes.md: status, toolchain blocker, next steps
- pyproject: [structure] extra (rdkit); data/raw/structures/ for PDBs

Step-0 finding: retrieval engine VALIDATED on in-set classes
(decitabine->azacitidine 0.62; vorinostat->scriptaid/belinostat) but the
distinctive binders voxelotor/mitapivat have no analog in our 300-drug
set (Tanimoto ~0.2). Needs (a) bigger library, (b) real docking (§12.3),
which is blocked on the ARM-Mac docking toolchain (§12.6 pitfall 4).
Structures 5E83 (Hb+voxelotor) and 8XFD (PKR+mitapivat) fetched.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2026-06-23 23:53:27 +02:00

binding_ligand_baseline.py

Structure-binding track: scaffold + ligand-retrieval baseline

2026-06-23 23:53:27 +02:00

exp_deconv_signature.py

Experiment: composition-adjusted signature (negative result)

2026-06-23 23:05:08 +02:00

exp_genespace.py

v1.1: full gene space + specificity z-score; hydroxyurea recovers

2026-06-23 22:57:30 +02:00

phaseA_reference_tau.py

Phase A: reference-library tau (negative result on specificity)