Parameter Spaces
BooleanSpace
If argument to setValue is less than or equal to 0.5 it will return True else False
FixedValue
FixedValue is a ParameterSpace that defines only a single fixed value
ContinuousParameterSpace
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
DiscreteParameterSpace
A DiscreteParameterSpace is used for a set of un-ordered values
IntegerParameterSpace
some minimum and maximum value
getMin
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
MathOp
A simple parameter space that implements scalar mathematical operations on another parameter space. This allows youto do things like Y = X 2, where X is a parameter space. For example, a layer size hyperparameter could be setusing this to 2x the size of the previous layer
PairMathOp
A simple parameter space that implements pairwise mathematical operations on another parameter space. This allows youto do things like Z = X + Y, where X and Y are parameter spaces.