Parameter Spaces
Set a search spaces for parameters.
If argument to setValue is less than or equal to 0.5 it will return True else False
FixedValue is a ParameterSpace that defines only a single fixed value
getValue
public Double getValue(double[] input)
ContinuousParameterSpace with uniform distribution between the minimum and maximum values
- param min Minimum value that can be generated
- param max Maximum value that can be generated
A DiscreteParameterSpace is used for a set of un-ordered values
some minimum and maximum value
public int getMin()
Create an IntegerParameterSpace with a uniform distribution between the specified min/max (inclusive)
- param min Min value, inclusive
- param max Max value, inclusive
A simple parameter space that implements scalar mathematical operations on another parameter space. This allows you to do things like Y = X 2, where X is a parameter space. For example, a layer size hyperparameter could be set using this to 2x the size of the previous layer
A simple parameter space that implements pairwise mathematical operations on another parameter space. This allows you to do things like Z = X + Y, where X and Y are parameter spaces.
Last modified 3yr ago