Metadata-Version: 1.1
Name: pcalg
Version: 0.1.3
Summary: CPDAG Estimation using PC-Algorithm
Home-page: UNKNOWN
Author: Keiichi SHIMA
Author-email: keiichi@iijlab.net
License: BSD License
Description: CPDAG Estimation using PC-Algorithm
        ===================================
        
        Overview
        --------
        
        This package provides functions to estimate a skeleton graph and a
        completed partially acyclic graph (CPDAG) from a data matrix that
        describes the appearance patterns of the graph nodes. The detailed
        algorithm is written in [Kalisch2007].
        
        Code
        ----
        
        The source code is available at https://github.com/keiichishima/pcalg
        
        Bug Reports
        -----------
        
        Please submit bug reports or patches through the GitHub interface.
        
        References
        ----------
        
        [Kalisch2007] Markus Kalisch and Peter Bhlmann. Estimating
        high-dimensional directed acyclic graphs with the pc-algorithm. In The
        Journal of Machine Learning Research, Vol. 8, pp. 613-636, 2007.
        
        Author
        ------
        
        Keiichi SHIMA / IIJ Innovation Institute Inc. / WIDE project
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python :: 2.7
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Software Development :: Libraries :: Python Modules
