https://github.com/mrshoenel/r-mmb

R package for arbitrary dependency mixed multivariate bayesian models for regression, classification and neighborhood search using joint probabilities and Kernel Density Estimation.
https://github.com/mrshoenel/r-mmb

bayes-classifier cran kernel-density-estimation neighborhood-search package r regression-models

Last synced: 12 days ago
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R package for arbitrary dependency mixed multivariate bayesian models for regression, classification and neighborhood search using joint probabilities and Kernel Density Estimation.

• Host: GitHub
• URL: https://github.com/mrshoenel/r-mmb
• Owner: MrShoenel
• License: gpl-3.0
• Created: 2020-02-13T11:10:16.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-11-13T10:16:45.000Z (about 5 years ago)
• Last Synced: 2025-01-31T04:07:30.822Z (about 1 year ago)
• Topics: bayes-classifier, cran, kernel-density-estimation, neighborhood-search, package, r, regression-models
• Language: HTML
• Size: 7.15 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

Awesome Lists containing this project

README

          
|Version|Status|Coverage|Downloads|

|:-|:-|:-|:-|

|[![CRAN version](https://www.r-pkg.org/badges/version/mmb?r=1)](https://cran.r-project.org/package=mmb)|[![Travis build status](https://travis-ci.org/MrShoenel/R-mmb.svg?branch=master)](https://travis-ci.org/MrShoenel/R-mmb)|[![Codecov test coverage](https://codecov.io/gh/MrShoenel/R-mmb/branch/master/graph/badge.svg)](https://codecov.io/gh/MrShoenel/R-mmb?branch=master)|![Codecov test coverage](https://cranlogs.r-pkg.org/badges/mmb?color=brightgreen)|

# R-package: `mmb` [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4046001.svg)](https://doi.org/10.5281/zenodo.4046001)

This is the repository of the R-package __`mmb`__ for _arbitrary dependency mixed multivariate bayesian models for inferencing, regression and neighborhood search using joint probabilities and Kernel Density Estimation._

__Install using `CRAN`__:


install.packages("mmb")



## Installation of latest release

The `master`-branch always contains a release-version. Sometimes there may be a short delay between the master-version and what is on CRAN. In this case, you can still install the latest release using the package `devtools` (mind the _`subdir`_):


R> devtools::install_github("https://github.com/MrShoenel/R-mmb", subdir = "pkg/mmb", ref = "master")



## Documentation and function reference

The latest documentation can be found at .

## Citing

Please use the following BibTeX to cite the package __`mmb`__:


@article{honel2020rmmb,

	title={mmb: Arbitrary Dependency Mixed Multivariate Bayesian Models},

	DOI={10.5281/zenodo.4046002},

	url={https://doi.org/10.5281/zenodo.4046002},

	note={Install this package from CRAN: install.packages("mmb")},

	publisher={Zenodo},

	author={Sebastian Hönel},

	year={2020},

	month={Sep}

}



## Building the package

That's easy! Just run:


> Rscript build.R all



This builds everything, generates manuals (PDF and HTML) and packages the archive.