Metadata-Version: 2.4
Name: pydpc
Version: 0.2.0
Summary: Clustering by fast search and find of density peaks
Author-email: Christoph Wehmeyer <wehmeyer.chris@gmail.com>
License-Expression: LGPL-3.0-or-later
Project-URL: Homepage, https://github.com/cwehmeyer/pydpc
Project-URL: Repository, https://github.com/cwehmeyer/pydpc.git
Project-URL: Issues, https://github.com/cwehmeyer/pydpc/issues
Keywords: clustering,density-peaks,unsupervised-learning,machine-learning,cython
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=2
Requires-Dist: matplotlib
Dynamic: license-file

# pydpc - a Python package for Density Peak-based Clustering

![CI](https://github.com/cwehmeyer/pydpc/actions/workflows/ci.yml/badge.svg)
[![PyPI version](https://badge.fury.io/py/pydpc.svg)](https://pypi.python.org/pypi/pydpc)
[![PyPI downloads](https://img.shields.io/pypi/dm/pydpc.svg)](https://pypi.python.org/pypi/pydpc)

*Clustering by fast search and find of density peaks* was designed by Alex Rodriguez and Alessandro Laio; see their [project page](http://people.sissa.it/~laio/Research/Res_clustering.php) for more information.

The pydpc package aims to make this algorithm available for Python users.

### Installation

Install pydpc via pip from the Python package index

```bash
pip install pydpc
```

or the latest version from github

```bash
pip install git+https://github.com/cwehmeyer/pydpc.git@master
```
