# DBHD: Density-based clustering for highly varying density

 Python implementation of [DBHD] algorithm. 


## Environment

Before running the experiment please install 
- Python: 3.7
-   requierment.txt

### Artificical Dataset
The artifical dataset used in paper can be found in the  data folder.


### External  Dataset
The external dataset used in the experiment can be obtained from {https://github.com/deric/clustering-benchmark,
https://github.com/lpfgarcia/ucipp, https://www.openml.org/home }.



## Demo

You can find a demo in start.py.
You can modify  X, Y and (minclustersize, rho and beta) to run your experiment.

