jidt/java/source/infodynamics/measures/continuous
joseph.lizier 01291c883a Added property to Kraskov MI for adding a random amount of noise to the data, to address situations with many identical values in the one variable (which causes problems with neighbourhood sizes) 2014-04-30 02:09:01 +00:00
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gaussian Added methods for computeSignificance analytically (i.e. without bootstrapping) to the new Gaussian TE calculators (i.e. the Granger causality calculators), plus for directly assigning the joint covariance matrix for each calculator, and a debug method to access the computed determinants. 2014-04-23 02:07:29 +00:00
kernel Code edits to mixed calculators to fix compilation after moving them into the "mixed" package. Also needed to make some alternations to some of the continuous calculators to fix usage of protected members which are no longer accessible to the moved classes. 2014-04-17 11:10:58 +00:00
kozachenko Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
kraskov Added property to Kraskov MI for adding a random amount of noise to the data, to address situations with many identical values in the one variable (which causes problems with neighbourhood sizes) 2014-04-30 02:09:01 +00:00
symbolic Finalised moving mixed calculators into the new mixed directory. 2014-04-17 06:53:27 +00:00
ActiveInfoStorageCalculator.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ActiveInfoStorageCalculatorViaMutualInfo.java Added TransferEntropyCalculatorViaCondMutualInfo to allow calculation of TE via any implementation of a conditional MI calculator. Added concrete implementations using this for Gaussian estimators (Gaussian TE estimator is equivalent to Granger causality). Replaced existing Kraskov TE calculator (which used two MI calculators) with one which uses one conditional MI estimator via this new method. Also patched TransferEntropyCommon.computeStartAndEndTimePairs 2014-04-07 05:31:52 +00:00
ChannelCalculator.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ChannelCalculatorCommon.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ChannelCalculatorMultiVariate.java Patched covariance calculation, added utils, patched analytic computation of distribution of MI with linear Gaussians, altered comments 2013-01-08 05:37:48 +00:00
ConditionalMutualInfoCalculatorMultiVariate.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ConditionalMutualInfoMultiVariateCommon.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ConditionalTransferEntropyCalculator.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
ConditionalTransferEntropyCalculatorViaCondMutualInfo.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
EntropyCalculator.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
EntropyCalculatorMultiVariate.java Code edits to mixed calculators to fix compilation after moving them into the "mixed" package. Also needed to make some alternations to some of the continuous calculators to fix usage of protected members which are no longer accessible to the moved classes. 2014-04-17 11:10:58 +00:00
MultiInfoCalculator.java Uploading whole of Java Information Dynamics toolkit for the first time. 2012-05-08 00:18:37 +00:00
MultiInfoCalculatorWithMarginals.java Uploading whole of Java Information Dynamics toolkit for the first time. 2012-05-08 00:18:37 +00:00
MutualInfoCalculatorMultiVariate.java Rearchitected Active Info Storage calculators to use a common parent class for data collection, and underlying mutual information classes for the implementation specifics. Includes adding Kraskov and Gaussian Active Info Storage calculators, and implementing embedding delay for the past history. 2014-03-26 04:05:20 +00:00
MutualInfoCalculatorMultiVariateWithMarginals.java Uploading whole of Java Information Dynamics toolkit for the first time. 2012-05-08 00:18:37 +00:00
MutualInfoMultiVariateCommon.java More info on error messages for wrong dimensions of data provided. 2014-04-30 01:30:22 +00:00
TransferEntropyCalculator.java Updating javadoc comments in the code, a. to make them more explicit regarding the transfer entropy calculators, and specifically b. to show that addObservations does not append observation time series. 2012-08-08 05:33:13 +00:00
TransferEntropyCalculatorMultiVariate.java Added TransferEntropyCalculatorMultiVariateViaCondMutualInfo to facilitate estimation of multivariate TE by an underlying conditional mutual information calculator. Added linear-Gaussian TE estimator using this. Switched Kraskov multivariate TE estimator from a two MI estimator to use an underlying conditional mutual information calculator; removed old Kraskov "ByMulti" classes now. Removed some initialisation routines for TransferEntropyCalculatorViaCondMutualInfo so they tie in ok. 2014-04-08 10:41:49 +00:00
TransferEntropyCalculatorMultiVariateViaCondMutualInfo.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
TransferEntropyCalculatorViaCondMutualInfo.java Added interface for ConditionalTransferEntropy. Added abstract implementation ConditionalTransferEntropyCalculatorViaCondMutualInfo, and child classes for Kraskov and Gaussian implementations. 2014-04-17 05:58:13 +00:00
TransferEntropyCommon.java Added TransferEntropyCalculatorViaCondMutualInfo to allow calculation of TE via any implementation of a conditional MI calculator. Added concrete implementations using this for Gaussian estimators (Gaussian TE estimator is equivalent to Granger causality). Replaced existing Kraskov TE calculator (which used two MI calculators) with one which uses one conditional MI estimator via this new method. Also patched TransferEntropyCommon.computeStartAndEndTimePairs 2014-04-07 05:31:52 +00:00