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Name: pebl
Version: 1.0.2
Summary: Python Environment for Bayesian Learning
Home-page: http://pebl-project.googlecode.com
Author: Abhik Shah
Author-email: abhikshah@gmail.comm
License: MIT
Download-URL: http://pypi.python.org/pypi/pebl
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
* Supports hard and soft structural priors
* Has facilities for transparent parallel execution
* Calculates edge marginals and consensus networks
* Presents results in a variety of formats
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
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