Files in jlin-vt/SML
Statistical Machine Learning
.Rbuildignore
.gitignore
.travis.yml
DESCRIPTION
LICENSE
NAMESPACE
R/ada_boost.R
R/bvs_gibbs.R
R/bvs_mh.R
R/bvs_spike_slab.R
R/cdf_sampling.R
R/crp.R
R/em_mix_gauss_faithful.R
R/gibbs_crp_gmm1d.R
R/gmm_vbem.R
R/gpr.R
R/kmean_faithful.R
R/lasso_admm.R
R/mcmc_gmm.R
R/poly_urn.R
R/rejection_sampling.R
R/sir_linear_gauss.R
R/sir_stochastic_volatility.R
R/unigauss_vb.R
README.md
data/a1882_25.dat
data/faithful.txt
data/magic04.data
data/prostateStnd.mat
data/sa.data
data/sonar_test.csv
data/sonar_train.csv
man/ADMM.Rd
man/ADMM.fast.Rd
man/AdaBoost.Rd
man/BvsGibbs.Rd
man/BvsMH.Rd
man/CDF.Rd
man/CRP.Rd
man/CalcSigma.Rd
man/DpmmGibbs.Rd
man/DpmmLoglik.Rd
man/Euclid.Rd
man/GaussmixEM.Rd
man/GmmVbem.Rd
man/InverseCDF.Rd
man/Kmeans.Rd
man/MetropolisHastingSampler.Rd
man/NormalizeLogprob.Rd
man/PolyaUrn.Rd
man/Prox.L1.Rd
man/RejectionSampler.Rd
man/SirLinearGauss.Rd
man/SirStochasticVolatility.Rd
man/T_logpdf.Rd
man/UniGaussVb.Rd
tests/testthat.R
tests/testthat/test_gpr.R
vignettes/.gitignore
vignettes/Ch11.Rmd
vignettes/Ch13.Rmd
vignettes/Ch14.Rmd
vignettes/Ch15.Rmd
vignettes/Ch16.Rmd
vignettes/Ch21.Rmd
vignettes/Ch23.Rmd
vignettes/Ch24.Rmd
vignettes/Ch25.Rmd
