%?covariance?functions?to?be?use?by?Gaussian?process?functions.?There?are?two
%?different?kinds?of?covariance?functions:?simple?and?composite:
%
%?simple?covariance?functions:
%???covConst??????-?covariance?for?constant?functions
%???covCos????????-?sine?periodic?covariance?function?（1d）?with?unit?period
%???covLIN????????-?linear?covariance?function?without?parameters
%???covLINard?????-?linear?covariance?function?with?ARD
%???covLINiso?????-?linear?covariance?function
%???covLINone?????-?linear?covariance?function?with?bias
%???covMaternard??-?Matern?covariance?function?with?nu=1/2?3/2?or?5/2?with?ARD
%???covMaterniso??-?Matern?covariance?function?with?nu=1/2?3/2?or?5/2
%???covNNone??????-?neural?network?covariance?function
%???covNoise??????-?independent?covariance?function?（i.e.?white?noise）
%???covPeriodic???-?smooth?periodic?covariance?function?（1d）
%???covPeriodicNoDC?-?as?above?but?with?zero?DC?component?and?properly?scaled
%???covPoly???????-?polynomial?covariance?function
%???covPPard??????-?piecewise?polynomial?covariance?function?（compact?support）
%???covPPiso??????-?piecewise?polynomial?covariance?function?（compact?support）
%???covRQard??????-?rational?quadratic?covariance?function?with?ARD
%???covRQiso??????-?isotropic?rational?quadratic?covariance?function
%???covSEard??????-?squared?exponential?covariance?function?with?ARD
%???covSEiso??????-?isotropic?squared?exponential?covariance?function
%???covSEisoU?????-?same?as?above?but?without?latent?scale
%???covSM?????????-?spectral?mixture?covariance?function
%???covGaborard???-?Gabor?covariance?function?with?ARD
%???covGaborsio???-?isotropic?Gabor?covariance?function
%
%?composite?（meta）?covariance?functions?（see?explanation?at?the?bottom）:
%???covScale??????-?scaled?version?of?a?covariance?function
%???covProd???????-?products?of?covariance?functions
%???covSum????????-?sums?of?covariance?functions
%???covADD????????-?additive?covariance?function
%???covMask???????-?mask?some?dimensions?of?the?data
%???covPERard?????-?make?ARD?stationary?covariance?periodic
%???covPERiso?????-?make?isotropic?stationary?covariance?periodic
%
%?special?purpose?（wrapper）?covariance?functions
%???covFITC???????-?to?be?used?in?conjunction?with?infFITC?for?large?scale?
%???????????????????regression?problems;?any?covariance?can?be?wrapped?by
%???????????????????covFITC?such?that?the?FITC?approximation?is?applicable
%
%?Naming?convention:?all?covariance?functions?are?named?“cov/cov*.m“.?A?trailing
%?“iso“?means?isotropic?“ard“?means?Automatic?Relevance?Determination?and
%?“one“?means?that?the?distance?measure?is?parameterized?by?a?single?parameter.
%
%?The?covariance?functions?are?written?according?to?a?special?convention?where
%?the?exact?behaviour?depends?on?the?number?of?input?and?output?arguments
%?passed?to?the?function.?If?you?want?to?add?new?covariance?functions?you?
%?should?follow?this?convention?if?you?want?them?to?work?with?the?function?gp.
%?There?are?four?different?ways?of?calling?the?cov

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2014-02-17?10:58??2006\
?????目錄???????????0??2014-03-21?12:38??2006\gpml-matlab-v3.4-2013-11-11\
?????文件???????????8??2010-07-23?15:12??2006\gpml-matlab-v3.4-2013-11-11\.octaverc
?????文件????????1838??2013-11-11?18:28??2006\gpml-matlab-v3.4-2013-11-11\Copyright
?????文件???????14260??2014-01-07?05:40??2006\gpml-matlab-v3.4-2013-11-11\README
?????目錄???????????0??2014-02-17?10:53??2006\gpml-matlab-v3.4-2013-11-11\cov\
?????文件????????3664??2013-01-17?23:57??2006\gpml-matlab-v3.4-2013-11-11\cov\covADD.m
?????文件????????1146??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covConst.m
?????文件????????1468??2013-10-22?19:02??2006\gpml-matlab-v3.4-2013-11-11\cov\covCos.m
?????文件????????1761??2013-10-21?18:59??2006\gpml-matlab-v3.4-2013-11-11\cov\covFITC.m
?????文件????????5581??2014-02-10?12:08??2006\gpml-matlab-v3.4-2013-11-11\cov\covFunctions.m
?????文件????????1533??2013-10-22?19:02??2006\gpml-matlab-v3.4-2013-11-11\cov\covGaborard.m
?????文件????????1810??2013-10-22?19:02??2006\gpml-matlab-v3.4-2013-11-11\cov\covGaboriso.m
?????文件????????1054??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covLIN.m
?????文件????????1545??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covLINard.m
?????文件????????1364??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covLINiso.m
?????文件????????1353??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covLINone.m
?????文件????????2139??2012-11-23?17:05??2006\gpml-matlab-v3.4-2013-11-11\cov\covMask.m
?????文件????????2660??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covMaternard.m
?????文件????????2037??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covMaterniso.m
?????文件????????2062??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covNNone.m
?????文件????????1745??2013-09-16?16:38??2006\gpml-matlab-v3.4-2013-11-11\cov\covNoise.m
?????文件????????3588??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covPERard.m
?????文件????????3145??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covPERiso.m
?????文件????????3064??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covPPard.m
?????文件????????2474??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covPPiso.m
?????文件????????1668??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covPeriodic.m
?????文件????????3630??2013-10-22?19:02??2006\gpml-matlab-v3.4-2013-11-11\cov\covPeriodicNoDC.m
?????文件????????1487??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covPoly.m
?????文件????????2215??2010-09-24?23:37??2006\gpml-matlab-v3.4-2013-11-11\cov\covProd.m
?????文件????????2246??2013-10-16?21:44??2006\gpml-matlab-v3.4-2013-11-11\cov\covRQard.m
............此處省略128個文件信息