Metadata-Version: 2.1
Name: denmune
Version: 0.0.2.0
Summary: This is the package for DenMune Clustering Algorithm published in paper https://doi.org/10.1016/j.patcog.2020.107589
Home-page: https://github.com/pypa/sampleproject
Author: Mohamed Ali Abbas
Author-email: mohamed.alyabbas@outlook.com
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/pypa/sampleproject/issues
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy (>=1.18.5)
Requires-Dist: pandas (>=1.0.3)
Requires-Dist: matplotlib (>=3.2.1)
Requires-Dist: scikit-learn (>=0.22.1)
Requires-Dist: seaborn (>=0.10.1)
Requires-Dist: ngt (>=1.11.6)
Requires-Dist: anytree (>=2.8.0)

DenMune a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.

