fdf35a6e70
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 formas
11 lines
599 B
Text
11 lines
599 B
Text
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 formas
|