CPDAG Estimation using PC-Algorithm
Project description
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].
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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
pcalg-0.1.1.tar.gz
(4.3 kB
view hashes)