fl_sim.regularizers

fl_sim.regularizers#

This module contains the regularizers for the optimization problems.

get_regularizer(reg_type[, reg_coeff])

Get the regularizer by name.

Regularizer([coeff])

Regularizer base class.

L1Norm([coeff])

L1 norm regularizer.

L2Norm([coeff])

L2 norm regularizer.

L2NormSquared([coeff])

L2 norm squared regularizer.

LInfNorm([coeff])

L-infinity norm regularizer.

NullRegularizer([coeff])

Null regularizer, or equivalently the zero function.