Files in MagmaClustR

Clustering and Prediction using Multi-Task Gaussian Processes with Common Mean

NEWS.md README.md R/RcppExports.R R/gradients-likelihoods.R R/likelihoods.R R/simulate-data.R R/kernel-to-matrices.R R/utils-pipe.R R/vem-magmaclust.R R/training.R R/elbos.R R/plot-functions.R R/data.R R/prediction.R R/MagmaClustR.R R/gradients-elbos.R R/em-magma.R R/initialisation.R R/sampling.R R/kernels.R R/utils.R tests/testthat.R tests/testthat/test-kern_to_cov.R tests/testthat/test-list_kern_to_matrices.R tests/testthat/test-kernels.R tests/testthat/test-test-general-execution-magma.R tests/testthat/test-kern_to_inv.R tests/testthat/test-gradients-logL.R man/perio_kernel.Rd man/plot_db.Rd man/gr_GP_mod_common_hp_k.Rd man/hyperposterior_clust.Rd man/gr_GP_mod.Rd man/simu_indiv_se.Rd man/plot_magmaclust.Rd man/list_kern_to_inv.Rd man/kern_to_inv.Rd man/pred_gp.Rd man/logL_GP.Rd man/plot_gp.Rd man/simu_db.Rd man/ve_step.Rd man/weight.Rd man/draw.Rd man/vm_step.Rd man/logL_GP_mod_common_hp.Rd man/swimmers.Rd man/logL_monitoring.Rd man/expand_grid_inputs.Rd man/rq_kernel.Rd man/hyperposterior.Rd man/MagmaClustR.Rd man/ini_mixture.Rd man/e_step.Rd man/se_kernel.Rd man/check_symmetric.Rd man/lin_kernel.Rd man/update_mixture.Rd man/sum_logL_GP_clust.Rd man/elbo_clust_multi_GP.Rd man/sample_magmaclust.Rd man/pred_magmaclust.Rd man/train_gp.Rd man/elbo_GP_mod_common_hp_k.Rd man/pred_gif.Rd man/data_allocate_cluster.Rd man/pipe.Rd man/chol_inv_jitter.Rd man/regularize_data.Rd man/train_gp_clust.Rd man/gr_GP_mod_common_hp.Rd man/logL_GP_mod.Rd man/ini_kmeans.Rd man/gr_sum_logL_GP_clust.Rd man/elbo_clust_multi_GP_common_hp_i.Rd man/select_nb_cluster.Rd man/kern_to_cov.Rd man/plot_samples.Rd man/dmnorm.Rd man/elbo_monitoring_VEM.Rd man/plot_gif.Rd man/hp.Rd man/pred_magma.Rd man/train_magma.Rd man/proba_max_cluster.Rd man/train_magmaclust.Rd man/gr_clust_multi_GP.Rd man/m_step.Rd man/gr_GP.Rd man/sample_gp.Rd man/gr_clust_multi_GP_common_hp_i.Rd man/list_kern_to_cov.Rd