R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
CMF
View on CRAN: Click
here
Download and install CMF package within the R console
Install from CRAN:
install.packages("CMF")
Install from Github:
library("remotes")
install_github("cran/CMF") Install by package version:
library("remotes")
install_version("CMF", "1.0.3") Attach the package and use:
library("CMF")
Maintained by
Felix Held
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-03-25
Latest Update: 2022-08-09
Description:
Collective matrix factorization (CMF) finds joint low-rank
representations for a collection of matrices with shared row or column
entities. This code learns a variational Bayesian approximation for CMF,
supporting multiple likelihood potentials and missing data, while
identifying both factors shared by multiple matrices and factors private
for each matrix. For further details on the method see
Klami et al. (2014) .
The package can also be used to learn Bayesian canonical correlation
analysis (CCA) and group factor analysis (GFA) models, both of which are
special cases of CMF. This is likely to be useful for people looking for
CCA and GFA solutions supporting missing data and non-Gaussian likelihoods.
See Klami et al. (2013)
and Virtanen et al. (2012)
for details on Bayesian CCA and GFA, respectively.
How to cite:
Felix Held (2014). CMF: Collective Matrix Factorization. R package version 1.0.3, https://cran.r-project.org/web/packages/CMF. Accessed 04 Jun. 2026.
Previous versions and publish date:
Other packages that cited CMF R package
View CMF citation profile
Other R packages that CMF depends,
imports, suggests or enhances
Complete documentation for CMF
Functions, R codes and Examples using
the CMF R package
Some associated functions: CMF-package . CMF . getCMFopts . matrix_to_triplets . p_check_sparsity . p_gradUsparseWrapper . predictCMF . triplets_to_matrix .
Some associated R codes: CMF.R . cpp11.R . Full CMF package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
golem
An opinionated framework for building a production-ready
'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Colin Fay (view profile)
crplyr
In order to facilitate analysis of datasets hosted on the Crunch
data platform ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Greg Freedman Ellis (view profile)
shinybusy
Add indicators (spinner, progress bar, gif) in your 'shiny'
applications to show the user that the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Victor Perrier (view profile)
phers
Use phenotype risk scores based on linked clinical and genetic data
to study Mendelian disease and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jake Hughey (view profile)
AMPLE
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management.
...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Finlay Scott (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
27,268
R Packages
233,548
Dependencies
72,590
Author Associations
27,205
Publication Badges
