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regularizers

[ allennlp.nn.regularizers.regularizers ]

L1Regularizer Objects#

class L1Regularizer(Regularizer):
 | def __init__(self, alpha: float = 0.01) -> None

Represents a penalty proportional to the sum of the absolute values of the parameters

Registered as a Regularizer with name "l1".

L2Regularizer Objects#

class L2Regularizer(Regularizer):
 | def __init__(self, alpha: float = 0.01) -> None

Represents a penalty proportional to the sum of squared values of the parameters

Registered as a Regularizer with name "l2".