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Python rewrite of the Urb/Homemaker stack
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Bruno Postle 3d0250817c bd: 8iv circulation-aware unfold falsified (A/B loss), close; correct kpu 
Investigated homemaker-py-8iv (route access to unfolded shared-leaf children).
Built + A/B-tested circulation-aware slicing vs the existing balanced grid; the
150k-eval warm-start polish shows slice loses decisively (41 fails/3.5e-14 vs
grid 25 fails/2.4e-09, grid ahead at every milestone). Reverted the code to the
grid unfold; closed 8iv negative and corrected kpu (Schedule B) to use the grid
unfold, not slicing. Also closed yaa (investigation complete).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01M8566xAxTnwtJTkpXjYNZm
2026-07-16 07:42:57 +01:00
.beads bd: 8iv circulation-aware unfold falsified (A/B loss), close; correct kpu 2026-07-16 07:42:57 +01:00
.claude Scaffold homemaker-py with validated geometry port 2026-06-10 20:50:20 +01:00
examples Phase 7 §12.2: proportion-aware constructive seeding + storey_minimum fix (leu.2, cq1) 2026-06-20 14:04:42 +01:00
experiments 6zy/§11.8: co-tune topology diversity × tournament pressure — null robust 2026-06-29 22:56:23 +01:00
src/homemaker_layout 3l6: leaf-sharing runs auto-finish (unfold+polish) before write 2026-07-15 10:21:58 +01:00
tests 3l6: leaf-sharing runs auto-finish (unfold+polish) before write 2026-07-15 10:21:58 +01:00
.gitignore bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
AGENTS.md bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
CLAUDE.md Fix parity gap: oracle.py must run with URB_NO_OCCLUSION=1 2026-06-17 18:40:56 +01:00
DESIGN.md 3l6: document unfold+polish auto-finish in DESIGN §15 2026-07-15 10:35:14 +01:00
pyproject.toml Add core_divide, core_undivide, level_fix operators; wire reqs to mutate() 2026-06-14 16:10:20 +01:00
README.md Fix parity gap: oracle.py must run with URB_NO_OCCLUSION=1 2026-06-17 18:40:56 +01:00

README.md

homemaker-layout

Programme-driven building-layout search over slicing trees. A clean-room Python successor to the Perl Urb project, intended to eventually be 100% Python.

Why a rewrite

Urb represents a building as a binary slicing tree where room sizes are derived top-down from division ratios. That makes room area an emergent property of every cut above it, which:

  • gives the genome low locality (a cut near the root rescales every descendant),
  • makes target room sizes nearly impossible to hit, so the gaussian size penalty dominates fitness, and
  • defeats crossover (transplanted subtrees lose their proportions).

homemaker inverts this: leaves carry target dimensions from the programme and division ratios are solved bottom-up for a fixed topology. The evolutionary search then only explores topology + types + adjacency.

Phase plan

  1. Solver experiment: port Urb's geometry, re-solve ratios from programme targets, score the result against the original via the Perl oracle. ✓
  2. Native Python fitness (retire the Perl oracle). ✓
  3. Memetic search (current): canonical slicing genome + high-locality operators + Nelder-Mead inner loop.

Layout

  • src/homemaker_layout/dom.py — read/write Urb .dom YAML into a Node tree.
  • src/homemaker_layout/geometry.py — faithful port of Urb's top-down geometry.
  • src/homemaker_layout/programme.py — parse patterns.config space requirements.
  • src/homemaker_layout/solver.py — bottom-up ratio solve (scipy).
  • src/homemaker_layout/fitness.py — native Python fitness evaluator.
  • src/homemaker_layout/fitness_cmd.py — homemaker-fitness CLI (drop-in for urb-fitness.pl).
  • src/homemaker_layout/graph.py — leaf-adjacency graph for programme-driven checks.
  • src/homemaker_layout/genome.py — topology genome: base-floor tree + per-storey deltas.
  • src/homemaker_layout/operators.py — high-locality mutation and subtree crossover.
  • src/homemaker_layout/innerloop.py — ratio optimisation inner loop (Nelder-Mead / CMA-ES).
  • src/homemaker_layout/driver.py — memetic search outer loop.
  • src/homemaker_layout/evolve.py — homemaker-evolve CLI entry point.
  • src/homemaker_layout/oracle.py — legacy Perl shim, kept for cross-validation only.