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Parameter Spaces

Set a search spaces for parameters.

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BooleanSpace

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

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FixedValue

FixedValue is a ParameterSpace that defines only a single fixed value

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ContinuousParameterSpace

getValue

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

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DiscreteParameterSpace

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

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IntegerParameterSpace

some minimum and maximum value

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getMin

Create an IntegerParameterSpace with a uniform distribution between the specified min/max (inclusive)

  • param min Min value, inclusive

  • param max Max value, inclusive

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MathOp

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

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PairMathOp

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.

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public Double getValue(double[] input) 
public int getMin()