mirror of https://github.com/jlizier/jidt
50 lines
1.4 KiB
Java
Executable File
50 lines
1.4 KiB
Java
Executable File
package infodynamics.measures.continuous;
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/**
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* Adds methods for computing average and local marginal entropies, joint entropy,
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* and info distance.
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*
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* @author Joseph Lizier
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*
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*/
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public interface MultiInfoCalculatorWithMarginals {
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public double computeAverageJointEntropy();
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public double computeAverageMarginalEntropy(int variableIndex);
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/**
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* I'm not sure whether info distance is defined properly for multi-info in addition
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* to mutual info - I should check this.
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*
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* @return
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* @throws Exception
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*/
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public double computeAverageInfoDistanceOfObservations();
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public double[] computeLocalJointEntropyOfPreviousObservations()
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throws Exception;
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public double[] computeLocalJointEntropyUsingPreviousObservations(double states[][])
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throws Exception;
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public double[] computeLocalMarginalEntropyOfPreviousObservations(int variableIndex);
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public double[] computeLocalMarginalEntropyUsingPreviousObservations(double states[][], int variableIndex)
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throws Exception;
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/**
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* I'm not sure whether info distance is defined properly for multi-info in addition
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* to mutual info - I should check this.
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*
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* @return
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* @throws Exception
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*/
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public double[] computeLocalInfoDistanceOfPreviousObservations()
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throws Exception;
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public double[] computeLocalInfoDistanceUsingPreviousObservations(double states[][])
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throws Exception;
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}
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