Walk-forward tests
Models are trained on past data and tested on the period that follows, repeated across many folds and securities.
Product
Measured accuracy, published openly
Validation shows how forecasts performed out-of-sample, using walk-forward tests on stored history, so you can judge how much weight to give them.
Clear measures
Direction accuracy, how often prices land inside the 90% range, average error and Brier score are shown per horizon.
Model governance
New models are only promoted when they pass accuracy gates. Promotion and rollback are audited.
- Out-of-sample only
- Per-horizon results
- Versioned model registry
- Honest about limits
Informational research tool. Not investment advice.