coclustering algorithms for data mining
Coclust provides both a Python package which implements several diagonal and non-diagonal co-clustering algorithms, and a ready to use script to perform co-clustering.
Co-clustering (also known as biclustering), is an important extension of cluster analysis since it allows to simultaneously groups objects and features in a matrix, resulting in both row and column clusters.
The script enables the user to process a dataset with co-clustering algorithms without writing Python code.
The Python package provides an API for Python developers. This API allows to use the algorithms in a pipeline with scikit-learn library for example.
coclust is distributed under the 3-Clause BSD license.
See the available documentation for details and usage samples.
You can check the latest sources with the command:
git clone https://github.com/franrole/cclust_package.git