LinearConstraintSet

class superglm.LinearConstraintSet(

A: NDArray,

b: NDArray,

)

Bases: object

Linear inequality constraints: A @ theta >= b.

Generic constraint representation, not spline-specific. The QP solver operates on these without knowing which basis produced them.

Parameters:

ANDArray

Constraint matrix, shape (n_constraints, n_params).

bNDArray

Right-hand side, shape (n_constraints,).

is_feasible(

theta: NDArray,

tol: float = -1e-10,

) → bool

Check whether theta satisfies all constraints (A @ theta >= b).

compose(

P: NDArray,

) → LinearConstraintSet

Map constraints through a projection: A_new = A @ P, b unchanged.