Numeric

class superglm.Numeric

Bases: object

A single continuous feature used as-is.

Group lasso on a size-1 group = standard L1 soft-thresholding. The column is passed through without any transformation.

build(

x: NDArray[floating],

sample_weight: NDArray[floating] | None = None,

) → GroupInfo

Build a single-column design matrix.

transform(

x: NDArray,

) → NDArray

Transform new data (pass-through).

score(

x: NDArray,

beta: NDArray[floating],

) → NDArray[floating]

Score the fitted numeric contribution directly on new data.

reconstruct(

beta: NDArray[floating],

) → dict[str, Any]

Reconstruct the coefficient on the original scale.