1 vin.types

vin.types

Typed containers for VIN one-step scoring and EVL feature exchange.

These dataclasses are the API contract between data handling, EVL backbone wrappers, VIN models, Lightning training, and diagnostics. They intentionally record shapes and actor-visible semantics because generated Quartodoc reference pages now serve as the implementation-contract surface.

1.1 Classes

Name	Description
EvlBackboneOutput	EVL backbone features used by VIN.
VinPrediction	VIN predictions for a candidate set.
VinV3ForwardDiagnostics	Diagnostics for VIN v3 (VIN-Core).

# vin.types { #aria_nbv.vin.types }

`vin.types`

Typed containers for VIN one-step scoring and EVL feature exchange.

These dataclasses are the API contract between data handling, EVL backbone
wrappers, VIN models, Lightning training, and diagnostics. They intentionally
record shapes and actor-visible semantics because generated Quartodoc reference
pages now serve as the implementation-contract surface.

## Classes

| Name | Description |
| --- | --- |
| [EvlBackboneOutput](aria_nbv.vin.types.EvlBackboneOutput.qmd#aria_nbv.vin.types.EvlBackboneOutput) | EVL backbone features used by VIN. |
| [VinPrediction](aria_nbv.vin.types.VinPrediction.qmd#aria_nbv.vin.types.VinPrediction) | VIN predictions for a candidate set. |
| [VinV3ForwardDiagnostics](aria_nbv.vin.types.VinV3ForwardDiagnostics.qmd#aria_nbv.vin.types.VinV3ForwardDiagnostics) | Diagnostics for VIN v3 (VIN-Core). |