Metadata-Version: 1.1
Name: coclust
Version: 0.2.1
Summary: coclustering algorithms for data mining
Home-page: UNKNOWN
Author: Francois Role, Stanislas Morbieu, Mohamed Nadif
Author-email: francois.role@gmail.com
License: BSD3
Description: 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.
        
        
        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
        
Platform: UNKNOWN
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
