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Consensus Clustering

PyPI PyPI - Python Version PyPI - Wheel PyPI - License Codecov GitHub Workflow Status (with event)

Description

consensusclustering is a python implementation of the Consensus Clustering algorithm for finding the optimal number of clusters by means of clustering stability under resampling, as originally proposed by Monti et al. Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data (2003).

Installation

consensusclustering can be installed from PyPi using pip:

pip install consensusclustering

Usage

See the 'examples' directory for a detailed overview of the package's functionality.

License

Cytotransform is licensed under the MIT license, is free to use, and comes with no warranty whatsoever.