Metadata-Version: 2.4
Name: viasckde
Version: 0.1.0
Summary: VIASCKDE: internal cluster validity index (KDE-weighted compactness & separation)
Author-email: Ali Şenol <alisenol@tarsus.edu.tr>
License: MIT
Project-URL: Homepage, https://github.com/senolali/viasckde
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.21
Requires-Dist: scikit-learn>=1.0
Requires-Dist: scipy>=1.7
Dynamic: license-file

# VIASCKDE

Python implementation of the VIASCKDE internal cluster validity index.

## Installation

```bash
pip install viasckde
```

## Usage
```python
from viasckde import viasckde_score

# X: your data array
# labels: cluster labels
score = viasckde_score(X, labels, bandwidth=0.05)
```
