static double |
Entropy.calculate(CLGaussian joint,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution.
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static double |
Entropy.calculate(CLGaussian joint,
List<VariableContext> conditionOn,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution conditional on one or more variables.
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static double |
Entropy.calculate(Distribution joint,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution.
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static double |
Entropy.calculate(Distribution joint,
List<VariableContext> conditionOn,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution conditional on one or more variables.
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static double |
Entropy.calculate(Table joint,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution.
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static double |
Entropy.calculate(Table joint,
List<VariableContext> conditionOn,
LogarithmBase logarithmBase) |
Measures the uncertainty of a distribution conditional on one or more variables.
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static double |
MutualInformation.calculate(Distribution joint,
VariableContext x,
VariableContext y,
LogarithmBase logarithmBase) |
Measures the dependence between two variables.
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static double |
MutualInformation.calculate(Distribution joint,
VariableContext x,
VariableContext y,
List<VariableContext> conditionOn,
LogarithmBase logarithmBase) |
Calculates mutual information or conditional mutual information, which measures the dependence between two variables.
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static double |
MutualInformation.calculate(Distribution joint,
List<VariableContext> x,
List<VariableContext> y,
List<VariableContext> conditionOn,
LogarithmBase logarithmBase) |
Calculates mutual information or conditional mutual information, which measures the dependence between two variables.
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static double |
JensenShannon.divergence(Distribution p,
Distribution q,
LogarithmBase logarithm) |
Calculates the Jensen Shannon divergence between two distributions.
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static double |
KullbackLeibler.divergence(Distribution priorQ,
Distribution posteriorP,
LogarithmBase logarithm) |
Calculates the Kullback-Leibler divergence D(P||Q).
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