Packaged V25 score-router artifact and runtime calibration helpers.

Package source: tabnetics.auto_router

Package overview

Packaged auto-router for tabnetics runtime calibration.

Stable exports

  • AUTO_ROUTER_ARTIFACT_VERSION (constant) - Source. Module-level constant exported by the package surface.
  • class AutoRouterOutput (class) - Source. Auto-router decision emitted by the packaged V25 score model.
  • class ScoreExpandedRouter (class) - Source. Predict candidate BA/F1 scores and select a runnable tabnetics profile.
  • class ScoreRouterConfig (class) - Source.
  • def apply_router_output(config: Any, output: AutoRouterOutput) -> Any (function) - Source. Apply an auto-router decision onto a DFFSConfig-like object.
  • def compute_dataset_descriptor(X: Any, y: Any, metadata: Optional[Mapping[str, Any]] = None) -> Dict[str, Any] (function) - Source. Compute the dataset-only descriptor used by the packaged auto-router.
  • def default_artifact_path() -> Path (function) - Source. Return the bundled V25 router artifact directory.
  • def load_default_auto_router(model_dir: Optional[Path | str] = None) -> ScoreExpandedRouter (function) - Source. Load the default packaged auto-router, cached by artifact path.
  • def predict_auto_router(X: Any, y: Any, *, metadata: Optional[Mapping[str, Any]] = None, model_dir: Optional[Path | str] = None) -> AutoRouterOutput (function) - Source. Compute a dataset descriptor and emit the V25 auto-router decision.

Module details

tabnetics.auto_router.__init__

Source file

Packaged auto-router for tabnetics runtime calibration.

No top-level public symbols are exported directly from this module.

tabnetics.auto_router.runtime

Source file

Runtime auto-router for tabnetics pipeline configuration.

  • AUTO_ROUTER_ARTIFACT_VERSION (constant) - Source. Module-level constant exported by the package surface.
  • SCORE_ROUTER_ARTIFACT_TYPE (constant) - Source. Module-level constant exported by the package surface.
  • def compute_dataset_descriptor(X: Any, y: Any, metadata: Optional[Mapping[str, Any]] = None) -> Dict[str, Any] (function) - Source. Compute the dataset-only descriptor used by the packaged auto-router.
  • class AutoRouterOutput (class) - Source. Auto-router decision emitted by the packaged V25 score model.
  • class ScoreRouterConfig (class) - Source.
  • class ScoreExpandedRouter (class) - Source. Predict candidate BA/F1 scores and select a runnable tabnetics profile.
  • def default_artifact_path() -> Path (function) - Source. Return the bundled V25 router artifact directory.
  • def load_default_auto_router(model_dir: Optional[Path | str] = None) -> ScoreExpandedRouter (function) - Source. Load the default packaged auto-router, cached by artifact path.
  • def predict_auto_router(X: Any, y: Any, *, metadata: Optional[Mapping[str, Any]] = None, model_dir: Optional[Path | str] = None) -> AutoRouterOutput (function) - Source. Compute a dataset descriptor and emit the V25 auto-router decision.
  • def apply_router_output(config: Any, output: AutoRouterOutput) -> Any (function) - Source. Apply an auto-router decision onto a DFFSConfig-like object.

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