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gRain (version 0.3.0)

Graphical Independence Networks

Description

A package for probability propagation in graphical independence networks, also known as probabilistic expert systems (which includes Bayesian networks as a special case).

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Install

install.packages('gRain')

Monthly Downloads

2,013

Version

0.3.0

License

GPL (>= 2)

Maintainer

S�ren H�jsgaard

Last Published

October 17th, 2024

Functions in gRain (0.3.0)

grash-operations

Operations on undirected and directed acyclic graphs.
gmInstance-class

Class "gmInstance" (graphical model instance)
loadHuginNet

Load and save Hugin net files
simulate.gmInstance

Simulate from an independence network
querygm

Query an independence network
predict.gmInstance

Make predictions from a probabilistic network
internal-gRain

Internal functions for the gRbayesnet package
gmInstance

Graphical Independence Network
grash

Create undirected and directed graphs
graphsh-class

Class "graphsh"
ctab

Representation of and operations on multidimensional tables
queryg

Query a graph
gRain-package

Graphical Independence Networks
cpt

Create conditional probability tables (CPTs)