Regularization

class mlbase.regularization.Regulator(weight_decay=0.0005, reg_func=<function l2>)[source]

Regulator added to cost function.

mlbase.regularization.l1(x)[source]

L1 penalty

mlbase.regularization.l2(x)[source]

L2 penalty