API Reference - Regularizers - BaseRegularizer
Constructors
new()
Creates a new regularizer object. If any of the arguments are not given, default argument values for that argument will be used.
BaseRegularizer.new({lambda: number}): RegularizerObject
Parameters:
- lambda: The regularization factor. Recommended values are between 0 to 1.
Returns:
- Regularizer: The generated regularizer object.
Functions
calculate()
BaseRegularizer:calculate(weightTensor: tensor)
Parameters:
- weightTensor: A tensor from weight block object.
setCalculateFunction()
BaseRegularizer:setCalculateFunction(calculateFunction: function)
Parameters:
- calculateFunction: The calculate function to be set.
setLambda()
Set the lambda to the regularizer object.
BaseRegularizer:setLambda(lambda: number)
Parameters:
- lambda: The regularization factor. Recommended values are between 0 to 1.
getLambda()
Get the lambda from the regularizer object.
BaseRegularizer:getLambda(): number
Returns:
- lambda: The regularization factor.