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GitHub / egy1st / denmune-clustering-algorithm
DenMune is 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.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/egy1st%2Fdenmune-clustering-algorithm
Fork of scikit-learn-contrib/denmune-clustering-algorithm
Stars: 4
Forks: 0
Open Issues: 0
License: bsd-3-clause
Language: Jupyter Notebook
Repo Size: 73.9 MB
Dependencies:
33
Created: over 1 year ago
Updated: 21 days ago
Last pushed: 21 days ago
Last synced: 21 days ago
Topics: cluster-analysis, clustering-algorithm, data-mining, machine-learning, pattern-recognition
Files
Dependencies
- actions/checkout v3 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/autobuild v2 composite
- github/codeql-action/init v2 composite
- anytree >=2.8.0
- matplotlib >=3.2.1
- ngt >=1.11.6
- numpy >=1.18.5
- pandas >=1.0.3
- scikit-learn >=0.22.1
- seaborn >=0.10.1
- treelib >=1.6.1
- anytree >=2.8.0
- matplotlib >=3.2.1
- ngt >=1.11.6
- numpy >=1.18.5
- pandas >=1.0.3
- scikit-learn >=0.22.1
- seaborn >=0.10.1
- treelib >=1.6.1