table of contents
Pebl(1) | Pebl(1) |
NAME¶
pebl - Python Environment for Bayesian LearningSYNOPSIS¶
pebl <action> [<action parameters>]DESCRIPTION¶
Pebl is a Python library and command line application for learning the structure of a Bayesian network given prior knowledge and observations. Pebl includes the following features:. Can learn with observational and interventional data
. Handles missing values and hidden variables using exact and heuristic methods
. Provides several learning algorithms; makes creating new ones simple
. Has facilities for transparent parallel execution using several cluster/grid resources
. Calculates edge marginals and consensus networks
. Presents results in a variety of formats
OPTIONS¶
run <configfile>Runs pebl based on params in config file.
Unpickles the file and calls run() on it.
<picklefile> should be a a pickled learner or task.
Creates a html report of the results.
<resultfile> should be a pickled pebl.result.
<outputdir> is where the html files will be placed.
It will be created if it does not exist.