Other packages > Find by keyword >

r.blip  

Bayesian Network Learning Improved Project
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/r.blip")

Install by package version:
library("remotes")
install_version("r.blip", "1.1")



Attach the package and use:
library("r.blip")
Maintained by
Mauro Scanagatta
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-02-27
Latest Update: 2019-02-27
Description:
Allows the user to learn Bayesian networks from datasets containing thousands of variables. It focuses on score-based learning, mainly the 'BIC' and the 'BDeu' score functions. It provides state-of-the-art algorithms for the following tasks: (1) parent set identification - Mauro Scanagatta (2015) <http://papers.nips.cc/paper/5803-learning-bayesian-networks-with-thousands-of-variables>; (2) general structure optimization - Mauro Scanagatta (2018) <doi:10.1007/s10994-018-5701-9>, Mauro Scanagatta (2018) <http://proceedings.mlr.press/v73/scanagatta17a.html>; (3) bounded treewidth structure optimization - Mauro Scanagatta (2016) <http://papers.nips.cc/paper/6232-learning-treewidth-bounded-bayesian-networks-with-thousands-of-variables>; (4) structure learning on incomplete data sets - Mauro Scanagatta (2018) <doi:10.1016/j.ijar.2018.02.004>. Distributed under the LGPL-3 by IDSIA.
How to cite:
Mauro Scanagatta (2019). r.blip: Bayesian Network Learning Improved Project. R package version 1.1, https://cran.r-project.org/web/packages/r.blip
Previous versions and publish date:
No previous versions
Other packages that cited r.blip R package
View r.blip citation profile
Other R packages that r.blip depends, imports, suggests or enhances
Functions, R codes and Examples using the r.blip R package
Some associated functions: blip.learn . blip.learn.tw . blip . blip.scorer . blip.solver . blip.solver.tw . child.jkl . child . read.jkl . read.str . write.jkl . 
Some associated R codes: io.R . main.R . utils.R .  Full r.blip package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

thriftr  
Apache Thrift Client Server
Pure R implementation of Apache Thrift. This library doesn't require any code generation. To learn m ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
rofanova  
Robust Functional Analysis of Variance
Implements the robust functional analysis of variance (RoFANOVA), described in Centofanti et al. (20 ...
Download / Learn more Package Citations See dependency  
plotBart  
Diagnostic and Plotting Functions to Supplement 'bartCause'
Functions to assist in diagnostics and plotting during the causal inference modeling process. Suppl ...
Download / Learn more Package Citations See dependency  
onlineCOV  
Online Change Point Detection in High-Dimensional Covariance Structure
Implement a new stopping rule to detect anomaly in the covariance structure of high-dimensional onli ...
Download / Learn more Package Citations See dependency  
Maintainer: Jun Li (view profile)
hydroTSM  
Time Series Management and Analysis for Hydrological Modelling
S3 functions for management, analysis, interpolation and plotting of time series used in hydrology a ...
Download / Learn more Package Citations See dependency  

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns