[P] Incremental DBSCAN

Hi all,

It might be of interest that I created a Python implementation of IncrementalDBSCAN.

The repository, including documentation, is here: [https://github.com/DataOmbudsman/incdbscan](https://github.com/DataOmbudsman/incdbscan)

And this is the original paper: [https://www.dbs.ifi.lmu.de/Publikationen/Papers/VLDB-98-IncDBSCAN.pdf](https://www.dbs.ifi.lmu.de/Publikationen/Papers/VLDB-98-IncDBSCAN.pdf)

The paper (from the authors of DBSCAN) describes how to make DBSCAN work with an incremental strategy, in which one can add new data points to an already existing clustering and doesn't have to re-cluster every data point. I couldn't find any implementation of the algorithm so I ended up writing …

dbscan incremental machinelearning