QUANTARMY quantstack | One-click quantitative envoirment based in docker, debian, conda, jupyterlabs,zipline-reloaded and arcticdb

Python plugin to read ArcticDB frames from polars

Nous Ergon — LightGBM predictor: 5-day market-relative alpha forecasts, walk-forward validation, veto gate

Nous Ergon — shared utilities: preflight, logging, ArcticDB, dates/calendar, decision capture, cost telemetry, RAG, agent output schemas, transparency-substrate health checks

Nous Ergon — centralized data collection: prices, macro, constituents, SEC filings, RAG ingestion via ArcticDB