8 commits

Author	SHA1	Message	Date
Light1YT	574ee43577	feat(forecasting): recommendation overlay module + schema/route (#982, 953-A) ... Recreate the recommendation.py bridge module + RecommendMixInput horizon_months/cad_num fields + RecommendForecast{Segment,Overlay} models + endpoint passthrough + test_recommendation.py — completing the #982 opt-in whose analytics_queries.recommend_mix wire-in landed in the prior commit. build_forecast_overlay(db,*,district,cad_num,horizon_months,target_class, market_buckets) matches the committed call. demand_supply via rank_segments (cad_num) / demand_only pace-proxy (no cad_num, no fabricated supply, warning). Pure room/class bridges drift-guarded vs _BUCKET_PRETTY; local §9.x imports avoid the analytics_queries↔forecasting cycle. 55 tests green.	2026-06-03 12:40:03 +05:00
bot-backend	489e380f1e	feat(forecasting): what-to-build ranker + MAI proxy (#981, 952-B) (#1013)	2026-06-03 07:07:17 +00:00
bot-backend	70ffa399fc	feat(forecasting): demand-supply forecast engine (#980, 952-A) (#1012)	2026-06-03 06:56:33 +00:00
bot-backend	9758e21cbd	feat(forecasting): §9.4 demand-normalization coefficient (#951f, advisory) (#1011)	2026-06-03 06:28:14 +00:00
bot-backend	69ad6c87fc	feat(forecasting): §9.5 macro coefficient (#951e, advisory) (#1010)	2026-06-03 06:20:04 +00:00
bot-backend	f41e2536d8	feat(forecasting): §9.6 key-rate sensitivity module (#951d, advisory) (#1009)	2026-06-03 06:06:16 +00:00
bot-backend	c7bfc9e22a	feat(forecasting): monthly sales series builder for §9.6 (#951c) (#1008)	2026-06-03 05:52:33 +00:00
bot-backend	ace3b99508	feat(forecasting): monthly macro series + regime classifier (#951b) (#1007)	2026-06-03 05:37:43 +00:00