4 Commits

Author	SHA1	Message	Date
joseph.lizier	b978034f18	Added implementation for local entropy in EntropyCalculatorMultiVariateGaussian + bug fixes ... Added MutualInfoCalculatorMultiVariateWithDiscreteGaussian Added many javadoc comments	2012-08-16 05:40:29 +00:00
joseph.lizier	c828445784	Pulled common functionality for MutualInfoMultiVariate Kernel and Gaussian into MutualInfoMultiVariateCommon (primarily adding multiple observations and computing statistical significance). ... MutualInfoMultiVariateKernel now computes statistical significance based on shuffling the first variable (the source) in line with the description in ChannelCalculator. This adds ability to add multiple observations for a MutualInfoMultiVariateKernel calculator also.	2012-08-07 07:32:52 +00:00
joseph.lizier	d19045014a	Adding extra matrix utility functions to allow multivariate normal PDF to be calculated (including Cholesky decomposition, inversion of symmetric matrices), extra matrix multiplcation routines, etc. ... Added routines in MathsUtils for uni- and multi-variate normal PDF and CDF (univariate only). Implemented local MI for Gaussian MI. Pulled many routines into the MutualInfoMultiVariateCommon	2012-08-06 07:44:23 +00:00
joseph.lizier	6bd3cb1661	Renamed lineargaussian package to gaussian (i got confused when i called it linear in the first place - this only is meaningful when we're working out the covariance matrix from the network structure, which isn't done here). ... Part 2 - removing old directory, adding EntropyCalculatorMultivariate and MI calculator	2012-08-01 12:11:45 +00:00