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
TopicScore
View on CRAN: Click
here
Download and install TopicScore package within the R console
Install from CRAN:
install.packages("TopicScore")
Install from Github:
library("remotes")
install_github("cran/TopicScore")
Install by package version:
library("remotes")
install_version("TopicScore", "0.0.1")
Attach the package and use:
library("TopicScore")
Maintained by
Minzhe Wang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.TopicScore . TopicScore results . TopicScore.pdf . TopicScore_0.0.1.tar.gz . TopicScore_0.0.1.zip . TopicScore_0.0.1.zip . TopicScore_0.0.1.zip . TopicScore_0.0.1.tgz . TopicScore_0.0.1.tgz . TopicScore_0.0.1.tgz . TopicScore_0.0.1.tgz . https://CRAN.R-project.org/package=TopicScore .
First Published: 2019-06-06
Latest Update: 2019-06-06
Description:
Provides implementation of the "Topic SCORE" algorithm that is proposed by Tracy Ke and Minzhe Wang. The singular value decomposition step is optimized through the usage of svds() function in 'RSpectra' package, on a 'dgRMatrix' sparse matrix. Also provides a column-wise error measure in the word-topic matrix A, and an algorithm for recovering the topic-document matrix W given A and D based on quadratic programming. The details about the techniques are explained in the paper "A new SVD approach to optimal topic estimation" by Tracy Ke and Minzhe Wang (2017) <doi:10.48550/arXiv.1704.07016>.
How to cite:
Minzhe Wang (2019). TopicScore: The Topic SCORE Algorithm to Fit Topic Models. R package version 0.0.1, https://cran.r-project.org/web/packages/TopicScore. Accessed 01 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited TopicScore R package
View TopicScore citation profile
Other R packages that TopicScore depends,
imports, suggests or enhances
Complete documentation for TopicScore
Functions, R codes and Examples using
the TopicScore R package
Some associated functions: AP . W_from_AD . error_A . simplex_dist . topic_score . vertices_est .
Some associated R codes: W_from_AD.R . data.R . error_A.R . topic_score.R . Full TopicScore package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
geofabrik
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sergio Ibarra-Espinosa (view profile)
pander
Contains some functions catching all messages, 'stdout' and other
useful information while evaluati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gergely Daróczi (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)
dCUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Cesar Gamboa (view profile)
representr
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andee Kaplan (view profile)
dsm
Density surface modelling of line transect data. A Generalized
Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Marshall (view profile)
24,142
R Packages
207,311
Dependencies
65,176
Author Associations
24,143
Publication Badges
