Metadata-Version: 2.1
Name: coclust
Version: 0.2.1
Summary: coclustering algorithms for data mining
Home-page: 
Author: Francois Role, Stanislas Morbieu, Mohamed Nadif
Author-email: francois.role@gmail.com
License: BSD3
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: scikit-learn
Provides-Extra: alldeps
Requires-Dist: numpy; extra == "alldeps"
Requires-Dist: scipy; extra == "alldeps"
Requires-Dist: scikit-learn; extra == "alldeps"
Requires-Dist: matplotlib>=1.5; extra == "alldeps"

Coclust: a Python package for co-clustering
===========================================

**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.

If you use this package, please cite:

::

   François Role, Stanislas Morbieu, Mohamed Nadif. CoClust: A Python Package for Co-clustering.
   Journal of Statistical Software 88 (7): 1-29 (2019)





Changelog
~~~~~~~~~

0.2.0 - February, 2017
::::::::::::::::::::::

- Improved documentation
- Restructuring
- Evaluation, visualization and loading utilities
- Easier installation of optional dependencies


0.1.3 - April, 2016
:::::::::::::::::::

- New visualization methods in the utils module.
- New demos.
- Better PEP 8 conformance
- Improved documentation.

0.1.1 - March 07, 2016
:::::::::::::::::::::::

- First release.


Code
~~~~

You can check the latest sources with the command::

   git clone https://github.com/franrole/cclust_package.git


.. _`documentation`: http://coclust.readthedocs.org
