CombinedRegularizer

class CombinedRegularizer(regularizers, total_weight=1.0, apply_only_once=False)[source]

Bases: pykeen.regularizers.Regularizer

A convex combination of regularizers.

Instantiate the regularizer.

Parameters

  • weight – The relative weight of the regularization

  • apply_only_once (bool) – Should the regularization be applied more than once after reset?

  • parameters – Specific parameters to track. if none given, it’s expected that your model automatically delegates to the update() function.

Attributes Summary

normalize

Methods Summary

forward(x)

Compute the regularization term for one tensor.

Attributes Documentation

normalize

Methods Documentation

forward(x)[source]

Compute the regularization term for one tensor.

Return type

FloatTensor