Files
test/frontend
Le 625c2b3773 Add walk-forward backtest optimization to mitigate signal overfitting (item m)
Rolling train/test folds over 3 years of data auto-optimize the three
cheap-to-tune trading parameters (STRONG/BUY score thresholds, max hold
time) via grid search on each fold's train window, then evaluate purely
on the held-out test window. Stitching all out-of-sample results gives
an honest performance estimate uninflated by tuning against the same
data used to score it.

Split signal_scoring.py's expensive 13-algorithm scoring from its cheap
final threshold classification so grid search can replay many parameter
combinations without recomputing indicators each time. Moved the
backtest engine (fetch/precompute/simulate) out of the API layer into
app/services/backtest_engine.py so both /backtest/run and the new
walk-forward optimizer share one implementation instead of drifting
copies — same rationale as the earlier signal_service.py split (item h).

Also merges two long-diverged Alembic migration heads discovered while
adding the walk_forward_results table, so `alembic upgrade head` has a
single target again.

New: POST/GET/DELETE /walk-forward/* endpoints, a Walk-Forward tab on
the Backtest page (fold table, out-of-sample equity curve, run history).
19 new backend tests (153 total, all passing).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-04 09:15:21 +07:00
..

React + TypeScript + Vite

This template provides a minimal setup to get React working in Vite with HMR and some Oxlint rules.

Currently, two official plugins are available:

React Compiler

The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see this documentation.

Expanding the Oxlint configuration

If you are developing a production application, we recommend enabling type-aware lint rules by installing oxlint-tsgolint and editing .oxlintrc.json:

{
  "$schema": "./node_modules/oxlint/configuration_schema.json",
  "plugins": ["react", "typescript", "oxc"],
  "options": {
    "typeAware": true
  },
  "rules": {
    "react/rules-of-hooks": "error",
    "react/only-export-components": ["warn", { "allowConstantExport": true }]
  }
}

See the Oxlint rules documentation for the full list of rules and categories.