Intelligence · Component · strategy-optimization-validation
Strategy sweeps and walk-forward validation
What it does
Compare template replays, sweep parameters under feasibility constraints and validate selected parameters out of sample.
Core pattern
Constrained parameter comparison + out-of-sample checks
- Input
- Strategy template universe and optimization settings
- Output
- Ranked candidates, sensitivity and out-of-sample results
Key parameters
| Name | Type | Default | Values |
|---|---|---|---|
| operation | string | compare_templates | compare_templates · sweep · walk_forward |
| templates | array | — | — |
| symbols | array | — | — |
| parameter_grid | object | — | — |
| windows | object | — | — |
Maturity and limits
Concrete sweep and walk-forward orchestration; supports universe-relative objectives. Phase 2: source paths and implementation inspected statically; tests and external integrations were not executed. Maturity rates repository implementation, not a verified production deployment.
No project license found. External market/news data have licensing, rate-limit and availability constraints. Research only: no trading execution. Backtests can be biased and cross-asset semantics vary. Static inspection; tests not run.
1 sentence citing source paths or vendor names omitted for publication.
Used in pipelines
Industry tags
- FinanceSource-supported industry
For work involving research materials and financial service operations, use constrained parameter comparison followed by out-of-sample checks.
- EnergyTransferable use
For energy purchasing budgets and historical price scenarios, use constrained parameter comparison followed by out-of-sample checks.
Skills pack
Contract scaffold and deterministic mock
Download · 11KBSHA-256 d76cf4ca4cc6d127644f9f433939a31947fa0853cbdf9b906250628539aa3dc8
Related components
-
Announcement event studies
Events aligned with historical values + windowed outcome analysis
Working 1 pipeline -
Campaign and holiday evidence enrichment
Changes aligned with calendar candidates + source review queue
Working 1 pipeline -
Audited curation and database publishing pipeline
Human merge and override decisions + controlled data sync
Working 1 pipeline -
Natural-language strategies and templates
Natural-language ideas to explicit rules + inspectable explanations
Working 1 pipeline