DBSCAN

Implementation of clustering algorithm Density-based spatial clustering of applications with noise (DBSCAN) in Python.

Additional informations about DBSCAN can be found on Wiki

Requirements

• MatPlotLib for final visualization pip install matplotlib or pip3 install matplotlib

Features

• Testing CSVs included
• Python 2 & 3 compatibility

Example output

$ python3.4 ./dbscan.py
Drawing cluster 0 with 3 points
Drawing cluster 1 with 500 points
Drawing cluster 2 with 500 points
Drawing cluster 3 with 500 points
Drawing cluster 4 with 500 points
Drawing cluster 5 with 460 points
Drawing cluster 6 with 11 points
Drawing cluster 7 with 14 points
Drawing cluster 8 with 3 points
Drawing cluster 9 with 4 points
Drawing cluster 10 with 3 points
Drawing cluster 11 with 2 points