pygam.penalties

Penalty Matrix Generators

Functions

concave	Builds a penalty matrix for P-Splines with continuous features.
convex	Builds a penalty matrix for P-Splines with continuous features.
convexity_	Builds a penalty matrix for P-Splines with continuous features.
derivative	Builds a penalty matrix for P-Splines with continuous features.
l2	Builds a penalty matrix for P-Splines with categorical features.
monotonic_dec	Builds a penalty matrix for P-Splines with continuous features.
monotonic_inc	Builds a penalty matrix for P-Splines with continuous features.
monotonicity_	Builds a penalty matrix for P-Splines with continuous features.
none	Build a matrix of zeros for features that should go unpenalized.
periodic
sparse_diff	A ported sparse version of np.diff.
wrap_penalty	Tool to account for unity penalty on the linear term of any feature.