Regularizers¶
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class
pywick.regularizers.
L1L2Regularizer
(l1_scale=0.001, l2_scale=0.001, module_filter='*')[source]¶
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class
pywick.regularizers.
MaxNormRegularizer
(scale=0.001, module_filter='*')[source]¶ Bases:
pywick.regularizers.Regularizer
MaxNorm regularizer on Weights
Constraints the weights to have column-wise unit norm
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class
pywick.regularizers.
NonNegRegularizer
(scale=0.001, module_filter='*')[source]¶ Bases:
pywick.regularizers.Regularizer
Non-Negativity regularizer on Weights
Constraints the weights to have column-wise unit norm
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class
pywick.regularizers.
UnitNormRegularizer
(scale=0.001, module_filter='*')[source]¶ Bases:
pywick.regularizers.Regularizer
UnitNorm constraint on Weights
Constraints the weights to have column-wise unit norm