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
vrnmf
View on CRAN: Click
here
Download and install vrnmf package within the R console
Install from CRAN:
install.packages("vrnmf")
Install from Github:
library("remotes")
install_github("cran/vrnmf")
Install by package version:
library("remotes")
install_version("vrnmf", "1.0.2")
Attach the package and use:
library("vrnmf")
Maintained by
Evan Biederstedt
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
https://github.com/kharchenkolab/vrnmf . 10.32614/CRAN.package.vrnmf . https://github.com/kharchenkolab/vrnmf/issues . https://github.com/kharchenkolab/vrnmf . vrnmf results . vrnmf.pdf . vrnmf_1.0.2.tar.gz . vrnmf_1.0.2.zip . vrnmf_1.0.2.zip . vrnmf_1.0.2.zip . vrnmf_1.0.2.tgz . vrnmf_1.0.2.tgz . vrnmf_1.0.2.tgz . vrnmf_1.0.2.tgz . vrnmf_1.0.2.tgz . vrnmf_1.0.2.tgz . vrnmf archive . https://CRAN.R-project.org/package=vrnmf .
First Published: 2021-08-20
Latest Update: 2022-02-25
Description:
Implements a set of routines to perform structured matrix factorization with minimum volume constraints. The NMF procedure decomposes a matrix X into a product C * D. Given conditions such that the matrix C is non-negative and has sufficiently spread columns, then volume minimization of a matrix D delivers a correct and unique, up to a scale and permutation, solution (C, D). This package provides both an implementation of volume-regularized NMF and "anchor-free" NMF, whereby the standard NMF problem is reformulated in the covariance domain. This algorithm was applied in Vladimir B. Seplyarskiy Ruslan A. Soldatov, et al. "Population sequencing data reveal a compendium of mutational processes in the human germ line". Science, 12 Aug 2021. <doi:10.1126/science.aba7408>. This package interacts with data available through the 'simulatedNMF' package, which is available in a 'drat' repository. To access this data package, see the instructions at <https://github.com/kharchenkolab/vrnmf>. The size of the 'simulatedNMF' package is approximately 8 MB.
How to cite:
Evan Biederstedt (2021). vrnmf: Volume-Regularized Structured Matrix Factorization. R package version 1.0.2, https://cran.r-project.org/web/packages/vrnmf. Accessed 29 Mar. 2025.
Other packages that cited vrnmf R package
View vrnmf citation profile
Other R packages that vrnmf depends,
imports, suggests or enhances
Complete documentation for vrnmf
Functions, R codes and Examples using
the vrnmf R package
Some associated functions: AnchorFree . factor_intensities . infer_intensities . projection_onto_simplex . sim_factors . vol_preprocess . volnmf_det . volnmf_estimate . volnmf_logdet . volnmf_main . volnmf_procrustes . volnmf_simplex_col . volnmf_simplex_row .
Some associated R codes: anchor.R . infer_intensities.R . simulate_factorization.R . update_simplex.R . update_unitary.R . update_volume.R . volnmf_estimate.R . vpreprocess.R . Full vrnmf package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
