gendesign/backend/app/services
Light1YT 9cc65ea838 feat(forecasting): wire Almon-ADL rate estimator into §9.6 consumers (#978)
Backtest (OOS directional hit-rate): single-best-lag compute_rate_sensitivity
is directionally noise (0.148 Source B EKB-wide, lag-unstable); the Almon
distributed-lag estimator (compute_district_rate_regression) is strictly less
noisy on every tier (0.407 Source B / 0.60 survivorship-free Source A,
lag-stable). Add a thin adapter compute_rate_regime_sensitivity mapping
DistributedLagFit onto the existing RateSensitivity contract (beta=long-run
sum-beta, confidence regression->medium / fallback->low, district=None->low and
no call) and repoint the three consumers (demand_normalization, product_scoring,
demand_supply_forecast). Magnitude bounded by the existing [0.5,1.2] clamp.
Reversible; compute_rate_sensitivity kept for the backtest. Consumer tests
repointed to the real Almon path (mutation-verified genuine) + adapter unit
tests + end-to-end fallback degradation. Forecasting suite 840 passed; ruff clean.
2026-06-04 15:32:51 +05:00
..
analysis_runs feat(parcels): persist analysis runs + real last_analysis_date (#994) 2026-06-03 17:36:01 +05:00
cadastre fix(nspd-geo): coerce geom to MultiPolygon + wide cad_buildings schema in on-demand ingest 2026-06-04 13:11:47 +05:00
etl feat(etl): fuzzy matcher v2 — pruned threshold 0.85→0.80 for objective mapping coverage 2026-05-17 16:28:20 +03:00
exporters fix(exporters): read real SiteFinderReport keys in PDF/Excel (#989, #991) 2026-06-04 10:56:51 +05:00
forecasting feat(forecasting): wire Almon-ADL rate estimator into §9.6 consumers (#978) 2026-06-04 15:32:51 +05:00
generative deploy.yml: sync compose+Caddyfile from git, reload caddy after up 2026-04-26 13:31:26 +03:00
photos fix ui lag 2026-04-27 20:26:55 +03:00
scrapers feat(domrf): persist domrf_kn_objects.free_flats (#950 PR A) (#1002) 2026-06-02 20:06:29 +00:00
site_finder fix(competitors): size-weight avg velocity by flats_total (#949 audit, option B) 2026-06-04 14:05:20 +05:00
__init__.py init 2026-04-25 13:45:19 +03:00
analytics_queries.py feat(recommend): horizon-aware recommend_mix opt-in overlay (#982, 953-A) (#1014) 2026-06-03 07:40:33 +00:00
analytics_refresh.py fix(scrape): SQLAlchemy text() парсил ':00:' regex как named-param 2026-04-30 23:16:11 +03:00
job_settings.py fix(cadastre,nspd_sync): SQL syntax bugs surfaced by ekb_full v2 (#186) 2026-05-15 19:18:43 +03:00
objective_etl.py fix(worker): port objective_etl from psycopg2 → psycopg v3 2026-05-11 12:07:57 +03:00
objective_sync_config.py feat(objective): full sync pipeline + dynamic admin config 2026-05-10 19:54:15 +03:00