search

tidymodels / tidyclust

A tidy unified interface to clustering models
https://tidyclust.tidymodels.org/
Other
108 stars 14 forks source link

Add density based clustering methods #102

Open instantkaffee opened 1 year ago

instantkaffee commented 1 year ago

The currently supported clustering methods in v 0.1 are a bit limited. Suggest to add density based methods as implemented in dbscan.

abichat commented 1 year ago

AFAIK, two engines are usually use to perform DBSCAN algorithm in R: dbscan and fpc, which can be used to power tidyclust.

dbscan (has a better documentation and) also proposes other density-based clustering methods (HDBSCAN, OPTICS...).