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sparsebnUtils  

Utilities for Learning Sparse Bayesian Networks
View on CRAN: Click here


Download and install sparsebnUtils package within the R console
Install from CRAN:
install.packages("sparsebnUtils")

Install from Github:
library("remotes")
install_github("cran/sparsebnUtils")

Install by package version:
library("remotes")
install_version("sparsebnUtils", "0.0.8")



Attach the package and use:
library("sparsebnUtils")
Maintained by
Bryon Aragam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-29
Latest Update: 2021-01-27
Description:
A set of tools for representing and estimating sparse Bayesian networks from continuous and discrete data, as described in Aragam, Gu, and Zhou (2017) .
How to cite:
Bryon Aragam (2016). sparsebnUtils: Utilities for Learning Sparse Bayesian Networks. R package version 0.0.8, https://cran.r-project.org/web/packages/sparsebnUtils. Accessed 04 Jan. 2025.
Previous versions and publish date:
0.0.1 (2016-04-29 12:12), 0.0.2 (2016-08-05 22:43), 0.0.3 (2016-11-20 09:19), 0.0.4 (2017-03-09 08:18), 0.0.5 (2017-09-09 18:45), 0.0.6 (2018-03-16 22:41), 0.0.7 (2019-05-29 10:00), 0.0.8 (2021-01-27 07:30)
Other packages that cited sparsebnUtils R package
View sparsebnUtils citation profile
Other R packages that sparsebnUtils depends, imports, suggests or enhances
Functions, R codes and Examples using the sparsebnUtils R package
Some associated functions: as.data.frame.sparsebnData . as.edgeList . as.sparse . coerce_discrete . count.interventions . count.levels . degrees . edgeList . estimate.parameters . fit_glm_dag . fit_multinom_dag . generate.lambdas . get.adjacency.matrix . get.covariance . get.lambdas . get.nodes . get.solution . iss . is.zero . num.edges . num.nodes . num.samples . openCytoscape . permute.nodes . plot.edgeList . random.dag . random.graph . random.spd . select . select.parameter . setGraphPackage . setPlotPackage . show.parents . sparse . sparsebn-compat . sparsebn-functions . sparsebn-messages . sparsebnData . sparsebnFit . sparsebnPath . sparsebnUtils . specify.prior . to_edgeList . 
Some associated R codes: bnlearn-compatibility.R . graph-compatibility.R . igraph-compatibility.R . network-compatibility.R . s3-edgeList.R . s3-generics.R . s3-sparse.R . s3-sparsebnData.R . s3-sparsebnFit.R . s3-sparsebnPath.R . sparsebnUtils-compatibility.R . sparsebnUtils-covariance.R . sparsebnUtils-cytoscape.R . sparsebnUtils-defaults.R . sparsebnUtils-functions.R . sparsebnUtils-generate.R . sparsebnUtils-inference.R . sparsebnUtils-lambdas.R . sparsebnUtils-messages.R . sparsebnUtils-options.R . sparsebnUtils-prior.R . sparsebnUtils-selection.R . sparsebnUtils-show.R . sparsebnUtils-utils.R . sparsebnUtils.R . zzz.R .  Full sparsebnUtils package functions and examples
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