Files in tbonza/supml
"Algorithms for Supervised Machine Learning"
.gitignore
DESCRIPTION
LICENSE
LICENSE.md
NAMESPACE
R/bayes.R
R/bayes_utils.R
R/binom.R
R/data.R
R/discriminant.R
R/geom.R
R/gradesc.R
R/kernels.R
R/lasso.R
R/least_squares.R
R/loess.R
R/logistic.R
R/loss.R
R/ridge.R
R/simulate.R
R/training.R
README.md
data/mtcars.rda
data/w.rda
data/x.rda
data/y.rda
man/LOGMIN.Rd
man/analyticlm.Rd
man/analyticridge.Rd
man/argmax.Rd
man/bayes.Rd
man/bernoulli_sim.Rd
man/bgd.Rd
man/binom_mean.Rd
man/binom_sd.Rd
man/binomcdf.Rd
man/binompdf.Rd
man/categoricalProbs.bayes.Rd
man/combs.Rd
man/confusionMatrix.bayes.Rd
man/continuousProbs.bayes.Rd
man/coord_cut.Rd
man/create_outliers.Rd
man/create_splits.Rd
man/data_simulator.Rd
man/fit.bayes.Rd
man/gauss_kern.Rd
man/geometcdf.Rd
man/geometpdf.Rd
man/gridSearch.bayes.Rd
man/grp_covar.Rd
man/grp_indices.Rd
man/grp_mean.Rd
man/huber_cond.Rd
man/huber_loss.Rd
man/kblock_kern.Rd
man/kernelDensity.bayes.Rd
man/lasso_gradient.Rd
man/ldf.Rd
man/least_squares.Rd
man/least_squares_gradient.Rd
man/least_squares_huber_gradient.Rd
man/least_squares_l1_gradient.Rd
man/least_squares_ql_gradient.Rd
man/lgm_gradient.Rd
man/lgm_yhat.Rd
man/linda.Rd
man/local_lm.Rd
man/logistic_gradient.Rd
man/lsg.Rd
man/mae.Rd
man/matrix_group.Rd
man/mtcars.Rd
man/normalize.Rd
man/nsim.Rd
man/pi_k.Rd
man/plotgrid.Rd
man/pooled_covar.Rd
man/popmat.Rd
man/postSpatialProbs.bayes.Rd
man/predict.bayes.Rd
man/predict_proba.bayes.Rd
man/priorProbs.bayes.Rd
man/quadratic_loss.Rd
man/score.bayes.Rd
man/sgd.Rd
man/spatialProbs.bayes.Rd
man/spatial_fit.bayes.Rd
man/w.Rd
man/wls.Rd
man/x.Rd
man/y.Rd
tests/testthat.R
tests/testthat/test-bayes.R
tests/testthat/test-binom-test.R
tests/testthat/test-discriminant.R
tests/testthat/test-geom-test.R
tests/testthat/test-gradesc.R
tests/testthat/test-kernels.R
tests/testthat/test-lasso.R
tests/testthat/test-least-squares.R
tests/testthat/test-loess.R
tests/testthat/test-logistic.R
tests/testthat/test-loss.R
tests/testthat/test-ridge.R
tests/testthat/test-simulate.R
vignettes/kblock.Rmd
