MagmaClustR             MagmaClustR : Clustering and Prediction using
                        Multi-Task Gaussian Processes
data_allocate_cluster   Allocate training data into the most probable
                        cluster
expand_grid_inputs      Expand a grid of inputs
hp                      Generate random hyper-parameters
hyperposterior          Compute the hyper-posterior distribution in
                        Magma
hyperposterior_clust    Compute the hyper-posterior distribution for
                        each cluster in MagmaClust
plot_db                 Plot smoothed curves of raw data
plot_gif                Create a GIF of Magma or GP predictions
plot_gp                 Plot Magma or GP predictions
plot_magmaclust         Plot MagmaClust predictions
plot_samples            Display realisations from a (mixture of) GP
                        prediction
pred_gif                Magma prediction for ploting GIFs
pred_gp                 Gaussian Process prediction
pred_magma              Magma prediction
pred_magmaclust         MagmaClust prediction
proba_max_cluster       Indicates the most probable cluster
regularize_data         Regularise a grid of inputs in a dataset
sample_gp               Draw samples from a posterior GP/Magma
                        distribution
sample_magmaclust       Draw samples from a MagmaClust posterior
                        distribution
select_nb_cluster       Select the optimal number of clusters
simu_db                 Simulate a dataset tailored for MagmaClustR
swimmers                French swimmers performances data on 100m
                        freestyle events
train_gp                Learning hyper-parameters of a Gaussian Process
train_gp_clust          Prediction in MagmaClust: learning new HPs and
                        mixture probabilities
train_magma             Training Magma with an EM algorithm
train_magmaclust        Training MagmaClust with a Variational EM
                        algorithm
weight                  Weight follow-up data of children in Singapore
