Files in ArthurLeroy/MagmaClustR
Clustering and Prediction using Multi-Task Gaussian Processes with Common Mean
.Rbuildignore
.github/.gitignore
.github/workflows/R-CMD-check.yaml
.github/workflows/check-standard.yaml
.github/workflows/pkgdown.yaml
.github/workflows/pr-commands.yaml
.github/workflows/test-coverage.yaml
.gitignore
CRAN-SUBMISSION
DESCRIPTION
LICENSE
LICENSE.md
MagmaClustR.Rproj
NAMESPACE
NEWS.md
R/MagmaClustR.R
R/RcppExports.R
R/data.R
R/elbos.R
R/em-magma.R
R/gradients-elbos.R
R/gradients-likelihoods.R
R/initialisation.R
R/kernel-to-matrices.R
R/kernels.R
R/likelihoods.R
R/plot-functions.R
R/prediction.R
R/sampling.R
R/simulate-data.R
R/training.R
R/utils-pipe.R
R/utils.R
R/vem-magmaclust.R
README.Rmd
README.md
_pkgdown.yml
cran-comments.md
data/swimmers.rda
data/weight.rda
man/MagmaClustR.Rd
man/check_symmetric.Rd
man/chol_inv_jitter.Rd
man/data_allocate_cluster.Rd
man/dmnorm.Rd
man/draw.Rd
man/e_step.Rd
man/elbo_GP_mod_common_hp_k.Rd
man/elbo_clust_multi_GP.Rd
man/elbo_clust_multi_GP_common_hp_i.Rd
man/elbo_monitoring_VEM.Rd
man/expand_grid_inputs.Rd
man/figures/README-display_Magma-1.png
man/figures/README-display_MagmaClust-1.png
man/figures/README-gif_Magma-1.gif
man/figures/README-train_and_predict_Magma-1.png
man/figures/README-train_and_predict_MagmaClust-1.png
man/figures/README-train_and_predict_Magma_in_2-D-1.png
man/figures/logo.png
man/gr_GP.Rd
man/gr_GP_mod.Rd
man/gr_GP_mod_common_hp.Rd
man/gr_GP_mod_common_hp_k.Rd
man/gr_clust_multi_GP.Rd
man/gr_clust_multi_GP_common_hp_i.Rd
man/gr_sum_logL_GP_clust.Rd
man/hp.Rd
man/hyperposterior.Rd
man/hyperposterior_clust.Rd
man/ini_kmeans.Rd
man/ini_mixture.Rd
man/kern_to_cov.Rd
man/kern_to_inv.Rd
man/lin_kernel.Rd
man/list_kern_to_cov.Rd
man/list_kern_to_inv.Rd
man/logL_GP.Rd
man/logL_GP_mod.Rd
man/logL_GP_mod_common_hp.Rd
man/logL_monitoring.Rd
man/m_step.Rd
man/perio_kernel.Rd
man/pipe.Rd
man/plot_db.Rd
man/plot_gif.Rd
man/plot_gp.Rd
man/plot_magmaclust.Rd
man/plot_samples.Rd
man/pred_gif.Rd
man/pred_gp.Rd
man/pred_magma.Rd
man/pred_magmaclust.Rd
man/proba_max_cluster.Rd
man/regularize_data.Rd
man/rq_kernel.Rd
man/sample_gp.Rd
man/sample_magmaclust.Rd
man/se_kernel.Rd
man/select_nb_cluster.Rd
man/simu_db.Rd
man/simu_indiv_se.Rd
man/sum_logL_GP_clust.Rd
man/swimmers.Rd
man/train_gp.Rd
man/train_gp_clust.Rd
man/train_magma.Rd
man/train_magmaclust.Rd
man/update_mixture.Rd
man/ve_step.Rd
man/vm_step.Rd
man/weight.Rd
pkgdown/favicon/apple-touch-icon-120x120.png
pkgdown/favicon/apple-touch-icon-152x152.png
pkgdown/favicon/apple-touch-icon-180x180.png
pkgdown/favicon/apple-touch-icon-60x60.png
pkgdown/favicon/apple-touch-icon-76x76.png
pkgdown/favicon/apple-touch-icon.png
pkgdown/favicon/favicon-16x16.png
pkgdown/favicon/favicon-32x32.png
pkgdown/favicon/favicon.ico
src/.gitignore
src/RcppExports.cpp
src/code.cpp
src/init.c
tests/testthat.R
tests/testthat/test-gradients-logL.R
tests/testthat/test-kern_to_cov.R
tests/testthat/test-kern_to_inv.R
tests/testthat/test-kernels.R
tests/testthat/test-list_kern_to_matrices.R
tests/testthat/test-test-general-execution-magma.R
vignettes/.gitignore
vignettes/articles/example-in-2D.Rmd
vignettes/articles/how-to-use-magma.Rmd
vignettes/articles/how-to-use-magmaclust.Rmd
vignettes/articles/standard-GP.Rmd
