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MATLAB implemention of algorithms within and without the famous PRML book

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7 Commits
bayesian
bayesian
 
 
convex
convex
 
 
deeplearning
deeplearning
 
 
ensemble
ensemble
 
 
kernel
kernel
 
 
sparse
sparse
 
 
statistics
statistics
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
CCA.m
CCA.m
 
 
CCA_demo.m
CCA_demo.m
 
 
CCA_tutorial.pdf
CCA_tutorial.pdf
 
 
FA.m
FA.m
 
 
FA_demo.m
FA_demo.m
 
 
FLDA.m
FLDA.m
 
 
FLDAM.m
FLDAM.m
 
 
FLDAMpredict.m
FLDAMpredict.m
 
 
FLDA_demo.m
FLDA_demo.m
 
 
FLDCA.m
FLDCA.m
 
 
GDA.m
GDA.m
 
 
GDA_demo.m
GDA_demo.m
 
 
HMM-林常志.ppt
HMM-林常志.ppt
 
 
ICAML.m
ICAML.m
 
 
ICAML1.m
ICAML1.m
 
 
ICA_demo.m
ICA_demo.m
 
 
Iterated Conditional Modes for Image Denoising.doc
Iterated Conditional Modes for Image Denoising.doc
 
 
LBGVQ.m
LBGVQ.m
 
 
LBGVQ_demo.m
LBGVQ_demo.m
 
 
Mixtures of Gaussians.pdf
Mixtures of Gaussians.pdf
 
 
NMF.m
NMF.m
 
 
NMF_demo.m
NMF_demo.m
 
 
PCA.m
PCA.m
 
 
PCA_MNIST.m
PCA_MNIST.m
 
 
PCA_demo1.m
PCA_demo1.m
 
 
PCA_demo2.m
PCA_demo2.m
 
 
PCAvsLDA.m
PCAvsLDA.m
 
 
PPCA.m
PPCA.m
 
 
README.md
README.md
 
 
RLDA.m
RLDA.m
 
 
ROC.m
ROC.m
 
 
ROC_demo.m
ROC_demo.m
 
 
SMOTE.m
SMOTE.m
 
 
SMOTE_demo.m
SMOTE_demo.m
 
 
basisfunc.m
basisfunc.m
 
 
basispoly.m
basispoly.m
 
 
bayesnaive.m
bayesnaive.m
 
 
bayesnaivepredict.m
bayesnaivepredict.m
 
 
centrallimit.m
centrallimit.m
 
 
checkweights_groupcls.m
checkweights_groupcls.m
 
 
checkweights_groupreg.m
checkweights_groupreg.m
 
 
classification_demo1.m
classification_demo1.m
 
 
classification_demo2.m
classification_demo2.m
 
 
classification_demo3.m
classification_demo3.m
 
 
classification_demo4.m
classification_demo4.m
 
 
crossvalidation_groupcls.m
crossvalidation_groupcls.m
 
 
crossvalidation_groupreg.m
crossvalidation_groupreg.m
 
 
cvdata_crossvalidation_lambda.fig
cvdata_crossvalidation_lambda.fig
 
 
diffmat1.m
diffmat1.m
 
 
diffmat2.m
diffmat2.m
 
 
elasticnet.m
elasticnet.m
 
 
ellipse.m
ellipse.m
 
 
error_ellipse.m
error_ellipse.m
 
 
faithfull.txt
faithfull.txt
 
 
faithfull_kmean.m
faithfull_kmean.m
 
 
fdr.m
fdr.m
 
 
fdrCS.m
fdrCS.m
 
 
fdrFS.m
fdrFS.m
 
 
fisherratio.m
fisherratio.m
 
 
gaussian_demo.m
gaussian_demo.m
 
 
gibbssampler_demo1.m
gibbssampler_demo1.m
 
 
gibbssampler_demo2.m
gibbssampler_demo2.m
 
 
glassolog.m
glassolog.m
 
 
glassoreg.m
glassoreg.m
 
 
glassoreg1.m
glassoreg1.m
 
 
glassoreg2.m
glassoreg2.m
 
 
glm_gauss_equalcov_posterior.m
glm_gauss_equalcov_posterior.m
 
 
glm_linear_vs_quadratic_discriminant.m
glm_linear_vs_quadratic_discriminant.m
 
 
gmmdemo.m
gmmdemo.m
 
 
gmmfaithfull.m
gmmfaithfull.m
 
 
gmmfit.m
gmmfit.m
 
 
gmmfitvb.m
gmmfitvb.m
 
 
gmmpdf.m
gmmpdf.m
 
 
gmmposterior.m
gmmposterior.m
 
 
gmmrnd.m
gmmrnd.m
 
 
gradientdescend_demo.m
gradientdescend_demo.m
 
 
grouplasso_gaussian.mat
grouplasso_gaussian.mat
 
 
grouplasso_uniform.mat
grouplasso_uniform.mat
 
 
grouplasso_weights_gaussian.fig
grouplasso_weights_gaussian.fig
 
 
grouplasso_weights_uniform.fig
grouplasso_weights_uniform.fig
 
 
hintmat.m
hintmat.m
 
 
hinton.m
hinton.m
 
 
hmm_matlab_stats.txt
hmm_matlab_stats.txt
 
 
hmmdemo.m
hmmdemo.m
 
 
hmmrnd.m
hmmrnd.m
 
 
hmmviterbi1.m
hmmviterbi1.m
 
 
image_denoising_icm.m
image_denoising_icm.m
 
 
image_denoising_icm_grayscale.m
image_denoising_icm_grayscale.m
 
 
image_denoising_noisy.bmp
image_denoising_noisy.bmp
 
 
image_denoising_noisy_1.bmp
image_denoising_noisy_1.bmp
 
 
image_denoising_raw.bmp
image_denoising_raw.bmp
 
 

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PRML-MATLAB

MATLAB implemention of algorithms within and without the famous PRML book

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MATLAB implemention of algorithms within and without the famous PRML book

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