| CosinusDistance | Cosine Distance |
| Dist2All | Distances to all data points |
| DistanceDistributions | Distance Distribution |
| DistanceMatrix | Pairwise distance between pairs of objects |
| fastPdist | fastPdist |
| fastPdistC | fastPdist |
| FractionalDistance | Calculates fractional distances |
| GiniDist | GiniDist |
| Hearingloss_N109 | Hearingloss data |
| Hepta | Hepta introduced in [Ultsch, 2003] |
| jaccard | Computes dissimilarity indices Jaccard |
| Mahalanobis | Pairwise Squared Generalized Mahalanobis Distances |
| msmd | msmd |
| nearest | Nearest |
| pdist | Pairwise distance between pairs of objects |
| SharedNeighborDistance | Shared Neighbor Distance |
| Tfidf_dist | Term frequency-inverse document frequency distance |
| ToroidDist2All | Calculate toroid Euclidean Distances |
| TransformSimilarity2MetricDistance | TransformSimilarity2MetricDistance |
| twed | twed |
| VariablePrecision | VariablePrecision |
| WassersteinDist | Wasserstein Distance |