The Netlab toolbox is designed to provide the central tools necessary for the simulation of theoretically well founded neural network algorithms and related models for use in teaching, research and applications development. It contains many techniques which are not yet available in standard neural network simulation packages.
File list:
netlab3_3
........\conffig.m
........\confmat.m
........\conjgrad.m
........\consist.m
........\Contents.m
........\convertoldnet.m
........\datread.m
........\datwrite.m
........\dem2ddat.m
........\demard.m
........\demev1.m
........\demev2.m
........\demev3.m
........\demgauss.m
........\demglm1.m
........\demglm2.m
........\demgmm1.m
........\demgmm2.m
........\demgmm3.m
........\demgmm4.m
........\demgmm5.m
........\demgp.m
........\demgpard.m
........\demgpot.m
........\demgtm1.m
........\demgtm2.m
........\demhint.m
........\demhmc1.m
........\demhmc2.m
........\demhmc3.m
........\demkmn1.m
........\demknn1.m
........\demmdn1.m
........\demmet1.m
........\demmlp1.m
........\demmlp2.m
........\demnlab.m
........\demns1.m
........\demolgd1.m
........\demopt1.m
........\dempot.m
........\demprgp.m
........\demprior.m
........\demrbf1.m
........\demsom1.m
........\demtrain.m
........\dist2.m
........\eigdec.m
........\errbayes.m
........\evidence.m
........\fevbayes.m
........\gauss.m
........\gbayes.m
........\glm.m
........\glmderiv.m
........\glmerr.m
........\glmevfwd.m
........\glmfwd.m
........\glmgrad.m
........\glmhess.m
........\glminit.m
........\glmpak.m
........\glmtrain.m
........\glmunpak.m
........\gmm.m
........\gmmactiv.m
........\gmmem.m
........\gmminit.m
........\gmmpak.m
........\gmmpost.m
........\gmmprob.m
........\gmmsamp.m
........\gmmunpak.m
........\gp.m
........\gpcovar.m
........\gpcovarf.m
........\gpcovarp.m
........\gperr.m
........\gpfwd.m
........\gpgrad.m
........\gpinit.m
........\gppak.m
........\gpunpak.m
........\gradchek.m
........\graddesc.m
........\gsamp.m
........\gtm.m
........\gtmem.m
........\gtmfwd.m
........\gtminit.m
........\gtmlmean.m
........\gtmlmode.m
........\gtmmag.m
........\gtmpost.m
........\gtmprob.m
........\hbayes.m
........\hesschek.m
........\hintmat.m
........\hinton.m
........\histp.m
........\hmc.m
........\kmeans.m
........\knn.m
........\knnfwd.m
........\LICENSE
........\linef.m
........\linemin.m
........\maxitmess.m
........\mdn.m
........\mdn2gmm.m
........\mdndist2.m
........\mdnerr.m
........\mdnfwd.m
........\mdngrad.m
........\mdninit.m
........\mdnnet.mat
........\mdnpak.m
........\mdnpost.m
........\mdnprob.m
........\mdnunpak.m
........\metrop.m
........\minbrack.m
........\mlp.m
........\mlpbkp.m
........\mlpderiv.m
........\mlperr.m
........\mlpevfwd.m
........\mlpfwd.m
........\mlpgrad.m
........\mlphdotv.m
........\mlphess.m
........\mlphint.m
........\mlpinit.m
........\mlppak.m
........\mlpprior.m
........\mlptrain.m
........\mlpunpak.m
........\netderiv.m
........\neterr.m
........\netevfwd.m
........\netgrad.m
........\nethess.m
........\netinit.m
........\netlogo.mat
........\netopt.m
........\netpak.m
........\netunpak.m
........\oilTrn.dat
........\oilTst.dat
........\olgd.m
........\pca.m
........\plotmat.m
........\ppca.m
........\quasinew.m
........\rbf.m
........\rbfbkp.m
........\rbfderiv.m
........\rbferr.m
........\rbfevfwd.m
........\rbffwd.m
........\rbfgrad.m
........\rbfhess.m
........\rbfjacob.m
........\rbfpak.m
........\rbfprior.m
........\rbfsetbf.m
........\rbfsetfw.m
........\rbftrain.m
........\rbfunpak.m
........\rosegrad.m
........\rosen.m
........\scg.m
........\som.m
........\somfwd.m
........\sompak.m
........\somtrain.m
........\somunpak.m
........\xor.dat