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pebl 1.01 (beta)
Python Environment for Bayesian Learning

INSTALL>
pypm install pebl

How to install pebl

  1. Download and install ActivePython
  2. Open Command Prompt
  3. Type pypm install pebl
 Python 2.7Python 3.2Python 3.3
Windows (32-bit)
1.01 Available View build log
Windows (64-bit)
1.01 Available View build log
Mac OS X (10.5+)
1.01 Available View build log
Linux (32-bit)
1.01 Available View build log
Linux (64-bit)
1.01 Available View build log
 
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Author
License
MIT
Dependencies
Lastest release
version 1.01 on Jan 5th, 2011

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

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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

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Last updated Jan 5th, 2011

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