cross_transition_matrix
                        Multivariate DSC (MDSC) Input: X and Y are
                        matrices where columns are components
discretize_quantile     Quantile discretization and transition
                        probability matrix
dsc                     Compute Dynamics Similarity Coefficient (DSC)
                        between two time series
dsc_matrix              Compute pairwise DSC matrix for a collection of
                        time series
gdsc                    Global DSC (GDSC) across multiple lags
gdsc_matrix             Compute pairwise GDSC matrix for a collection
                        of series
mdsc                    Compute Multivariate Dynamics Similarity
                        Coefficient (MDSC)
transition_matrix       Compute state transition probability matrix for
                        a given lag
