Description: This is a MATLAB toolbox that can perform information-theoretic learning (ITL). Although the toolbox is now at the early stage of development, it provides very understandable, self-documented and pretty fast code.
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File list (Check if you may need any files):
toolbox_ITL
toolbox_ITL\calculateEntropy.m.bck
toolbox_ITL\calculateMIComplete.m.bck
toolbox_ITL\calculateMutualInformation.m.bck
toolbox_ITL\dataVSclass.jpg
toolbox_ITL\demo_useMI.m
toolbox_ITL\Entropy.m.bck
__MACOSX
__MACOSX\toolbox_ITL
__MACOSX\toolbox_ITL\._Entropy.m.bck
toolbox_ITL\entropy_discrete.m
__MACOSX\toolbox_ITL\._entropy_discrete.m
toolbox_ITL\entropy_sample.m
__MACOSX\toolbox_ITL\._entropy_sample.m
toolbox_ITL\estimateConditionalPdf.m
toolbox_ITL\js_sample.m
__MACOSX\toolbox_ITL\._js_sample.m
toolbox_ITL\JSDiv1D.m.bck
toolbox_ITL\kl_discrete.m
__MACOSX\toolbox_ITL\._kl_discrete.m
toolbox_ITL\kl_sample.m
__MACOSX\toolbox_ITL\._kl_sample.m
toolbox_ITL\KLDiv1.m.bck
__MACOSX\toolbox_ITL\._KLDiv1.m.bck
toolbox_ITL\KLDiv1D.m.bck
toolbox_ITL\makeClassSampleCellArray.m
toolbox_ITL\mi_discrete.m
__MACOSX\toolbox_ITL\._mi_discrete.m
toolbox_ITL\mi_sample.m
__MACOSX\toolbox_ITL\._mi_sample.m
toolbox_ITL\relabel.m
toolbox_ITL\symkl_sample.m
__MACOSX\toolbox_ITL\._symkl_sample.m
toolbox_ITL\SymKLDiv1D.m.bck
toolbox_ITL\test_unit1.m
__MACOSX\toolbox_ITL\._test_unit1.m
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