KernelDensityEstimation

代码说明：

  实现k维度的核密度估计，包含了点积核和常规核函数的实现(implement k-dimensional kernel density estimation， supports product kernels ，Gausiankernel 。)

文件列表：

KernelDE
........\adjustBW.dll,67584,2005-01-08
........\adjustBW.m,1010,2009-07-17
........\adjustBW.mexa64,39506,2008-10-09
........\adjustBW.mexglx,37941,2005-01-08
........\adjustPoints.dll,67584,2005-01-08
........\adjustPoints.m,474,2009-07-17
........\adjustPoints.mexa64,39158,2008-10-09
........\adjustPoints.mexglx,37657,2005-01-08
........\adjustWeights.dll,67584,2005-01-08
........\adjustWeights.m,972,2009-07-17
........\adjustWeights.mexa64,39287,2008-10-09
........\adjustWeights.mexglx,37754,2005-01-08
........\condition.m,1110,2009-07-17
........\Contents.m,5315,2009-07-17
........\covar.m,805,2009-07-17
........\display.m,873,2009-07-17
........\double.m,345,2009-07-17
........\entropy.m,1460,2009-07-17
........\entropyGrad.m,925,2009-07-17
........\evalAvgLogL.m,781,2009-07-17
........\evalFGT.m,6928,2009-07-17
........\evalIFGT.m,7222,2009-07-17
........\evaluate.m,1432,2009-07-17
........\examples
........\........\demo_kde_1.m,817,2003-12-16
........\........\demo_kde_2.m,975,2003-12-16
........\........\demo_kde_3.m,1102,2003-12-16
........\........\demo_regress.m,643,2004-08-03
........\findBWCrit.m,947,2009-07-17
........\getBW.m,571,2009-07-17
........\getDim.m,281,2009-07-17
........\getNeff.m,349,2009-07-17
........\getNpts.m,278,2009-07-17
........\getPoints.m,507,2009-07-17
........\getType.m,449,2009-07-17
........\getWeights.m,497,2009-07-17
........\hist.m,1987,2009-07-17
........\ise.m,1212,2009-07-17
........\joinTrees.m,6334,2009-07-17
........\kde.m,2357,2009-07-17
........\kld.m,1823,2009-07-17
........\klGrad.m,3301,2009-07-17
........\knn.dll,67584,2005-01-08
........\knn.m,776,2009-07-17
........\knn.mexa64,39533,2008-10-09
........\knn.mexglx,37968,2005-01-08
........\ksize.m,4975,2009-07-17
........\license.gpl,24382,2003-09-08
........\license.txt,1342,2009-07-17
........\llGrad.dll,68608,2005-01-08
........\llGrad.m,2432,2009-07-17
........\llGrad.mexa64,41173,2008-10-09
........\llGrad.mexglx,40944,2005-01-08
........\llHess.m,2022,2009-07-17
........\marginal.m,578,2009-07-17
........\max.m,291,2009-07-17
........\mean.m,292,2009-07-17
........\mex
........\...\adjustBW.cpp,1229,2009-07-17
........\...\adjustPoints.cpp,606,2009-07-17
........\...\adjustWeights.cpp,785,2009-07-17
........\...\BallTree.cpp,548,2009-07-17
........\...\BallTreeDensity.cpp,844,2009-07-17
........\...\cpp
........\...\...\BallTree.h,5044,2009-07-17
........\...\...\BallTreeClass.cc,16105,2009-07-17
........\...\...\BallTreeDensity.h,6010,2009-07-17
........\...\...\BallTreeDensityClass.cc,27006,2009-07-17
........\...\...\kernels.h,8462,2009-07-17
........\...\...\README.txt,1590,2004-07-11
........\...\...\_.cpp,0,2009-07-17
........\...\DualTree.cpp,1141,2009-07-17
........\...\entropyGradISE.cpp,7166,2009-07-17
........\...\entropyGradRS.cpp,2888,2009-07-17
........\...\iseEpsilon.cpp,12679,2009-07-17
........\...\klGradRS.cpp,8284,2009-07-17
........\...\knn.cpp,1199,2009-07-17
........\...\llGrad.cpp,2104,2009-07-17
........\...\makemex.m,3201,2004-10-01
........\...\maketmp.m,858,2005-08-12
........\...\prodSampleEpsilon.cpp,13156,2009-07-17
........\...\prodSampleExact.cpp,7236,2009-07-17
........\...\prodSampleGibbs.cpp,9711,2009-07-17
........\...\prodSampleGibbs1.cpp,3598,2009-07-17
........\...\prodSampleGibbs2.cpp,3588,2009-07-17
........\...\prodSampleGibbsMS.cpp,11938,2009-07-17
........\...\prodSampleGibbsMS1.cpp,3950,2009-07-17
........\...\prodSampleGibbsMS2.cpp,3935,2009-07-17
........\...\reduceSolve.cpp,6861,2009-07-17
........\miGrad.m,1534,2009-07-17
........\modes.m,3343,2009-07-17
........\plot.m,7573,2009-07-17
........\private
........\.......\BallTree.dll,54272,2005-01-08
........\.......\BallTree.mexa64,20534,2008-10-09
........\.......\BallTree.mexglx,21422,2005-01-08
........\.......\BallTreeDensity.dll,67584,2005-01-08
........\.......\BallTreeDensity.mexa64,39225,2008-10-09
........\.......\BallTreeDensity.mexglx,37660,2005-01-08