Parameter Spaces

Set a search spaces for parameters.

BooleanSpace

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If argument to setValue is less than or equal to 0.5 it will return True else False

FixedValue

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FixedValue is a ParameterSpace that defines only a single fixed value

ContinuousParameterSpace

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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

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A DiscreteParameterSpace is used for a set of un-ordered values

IntegerParameterSpace

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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

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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

PairMathOp

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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.