jidt/java/source/infodynamics/measures/continuous/gaussian
jlizier 65c7cd99cc Making continuous EntropyCalculator and EntropyCalculatorMultiVariate classes implement the InfoMeasureCalculatorContinuous interface. For the interfaces, this means removing methods where duplicated. Also added NUM_DIMENSIONS property to EntropyCalculatorMultiVariate interface, so that these calculators can have an initialise() method which takes no parameters. Fixed all implementing classes to have any methods that they were missing. 2017-08-18 20:18:29 +10:00
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ActiveInfoStorageCalculatorGaussian.java Add an analytic MI surrogate distribution computation to the Linear-Gaussian Active Information Storage estimator 2017-03-23 14:29:16 +11:00
ActiveInfoStorageCalculatorMultiVariateGaussian.java Preliminary commit of multivariate AIS calculators and unit tests. Fully functional, but not tested enough. 2016-03-15 22:36:12 +00:00
ConditionalMutualInfoCalculatorMultiVariateGaussian.java Adding new methods computePValueForGivenEstimate() and computeEstimateForGivenPValue to AnalyticMeasurementDistribution and implementing in ChiSquareMeasurementDistribution. Involves importing (and refactoring) a significantly larger chunk of commons.maths3 classes (and updating existing ones to latest 3.6.1 version for consistency). Also addresses issue #23 in changing the actual value of the ChiSquareMeasurementDistribution to be that of the information theoretic measurement rather than 2*N times it (which was the value that is actually chi squared distributed), which also necessitates changes to the Discrete and Gaussian calculators computeSignificance() methods. 2017-06-14 11:09:01 +10:00
ConditionalTransferEntropyCalculatorGaussian.java Extra imports to fix Javadoc references 2014-08-13 03:48:54 +00:00
EntropyCalculatorGaussian.java Making continuous EntropyCalculator and EntropyCalculatorMultiVariate classes implement the InfoMeasureCalculatorContinuous interface. For the interfaces, this means removing methods where duplicated. Also added NUM_DIMENSIONS property to EntropyCalculatorMultiVariate interface, so that these calculators can have an initialise() method which takes no parameters. Fixed all implementing classes to have any methods that they were missing. 2017-08-18 20:18:29 +10:00
EntropyCalculatorMultiVariateGaussian.java Making continuous EntropyCalculator and EntropyCalculatorMultiVariate classes implement the InfoMeasureCalculatorContinuous interface. For the interfaces, this means removing methods where duplicated. Also added NUM_DIMENSIONS property to EntropyCalculatorMultiVariate interface, so that these calculators can have an initialise() method which takes no parameters. Fixed all implementing classes to have any methods that they were missing. 2017-08-18 20:18:29 +10:00
MultiInfoCalculatorGaussian.java Add new MultiInformationCalculatorGaussian. 2016-10-13 23:58:32 +01:00
MutualInfoCalculatorMultiVariateGaussian.java Adding new methods computePValueForGivenEstimate() and computeEstimateForGivenPValue to AnalyticMeasurementDistribution and implementing in ChiSquareMeasurementDistribution. Involves importing (and refactoring) a significantly larger chunk of commons.maths3 classes (and updating existing ones to latest 3.6.1 version for consistency). Also addresses issue #23 in changing the actual value of the ChiSquareMeasurementDistribution to be that of the information theoretic measurement rather than 2*N times it (which was the value that is actually chi squared distributed), which also necessitates changes to the Discrete and Gaussian calculators computeSignificance() methods. 2017-06-14 11:09:01 +10:00
PredictiveInfoCalculatorGaussian.java Fixes issue 34 -- adds predictive information calculators for continuous variables; interface definition, common code via abstract mutual information calculator, and implementations for Gaussian, kernel and KSG estimators. 2014-10-16 00:31:41 +00:00
TransferEntropyCalculatorGaussian.java Javadocs made release-ready in the continuous.gaussian package. 2014-08-13 02:24:02 +00:00
TransferEntropyCalculatorMultiVariateGaussian.java Extra imports to fix Javadoc references 2014-08-13 03:48:54 +00:00
package-info.java Adding package-info.java files for Javadocs for the various packages 2014-08-13 15:36:10 +00:00