List All Registered Estimators

Return a data frame summarising all registered network estimators.

Usage

list_estimators()

Value

A data frame with columns name, description, directed.

See also

register_estimator, get_estimator

Examples

list_estimators()
#>                 name                                                description
#> 1          attention                       Decay-weighted attention transitions
#> 2      co_occurrence                             Co-occurrence within sequences
#> 3                cor                               Pairwise correlation network
#> 4          frequency                            Raw transition frequency counts
#> 5             glasso                EBICglasso regularized partial correlations
#> 6              ising             Ising model (L1-penalized logistic regression)
#> 7                mgm Mixed Graphical Model (nodewise lasso, EBIC, LW threshold)
#> 8               pcor                         Unregularized partial correlations
#> 9           relative                    Row-normalized transition probabilities
#> 10              wtna                     Window-based TNA transitions (one-hot)
#> 11 wtna_cooccurrence                   Window-based TNA co-occurrence (one-hot)
#>    directed
#> 1      TRUE
#> 2     FALSE
#> 3     FALSE
#> 4      TRUE
#> 5     FALSE
#> 6     FALSE
#> 7     FALSE
#> 8     FALSE
#> 9      TRUE
#> 10     TRUE
#> 11    FALSE