pebl

Python Environment for Bayesian Learning

Install

All systems
curl cmd.cat/pebl.sh
Debian Debian
apt-get install python-pebl
Ubuntu
apt-get install python-pebl
image/svg+xml Kali Linux
apt-get install python-pebl
Windows (WSL2)
sudo apt-get update sudo apt-get install python-pebl
Raspbian
apt-get install python-pebl
Dockerfile
dockerfile.run/pebl

python-pebl

Python Environment for Bayesian Learning

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