Other packages > Find by keyword >

mmtsne  

Multiple Maps t-SNE
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/mmtsne")

Install by package version:
library("remotes")
install_version("mmtsne", "0.1.0")



Attach the package and use:
library("mmtsne")
Maintained by
Benjamin J. Radford
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-28
Latest Update: 2017-07-28
Description:
An implementation of multiple maps t-distributed stochastic neighbor embedding (t-SNE). Multiple maps t-SNE is a method for projecting high-dimensional data into several low-dimensional maps such that non-metric space properties are better preserved than they would be by a single map. Multiple maps t-SNE with only one map is equivalent to standard t-SNE. When projecting onto more than one map, multiple maps t-SNE estimates a set of latent weights that allow each point to contribute to one or more maps depending on similarity relationships in the original data. This implementation is a port of the original 'Matlab' library by Laurens van der Maaten. See Van der Maaten and Hinton (2012) . This material is based upon work supported by the United States Air Force and Defense Advanced Research Project Agency (DARPA) under Contract No. FA8750-17-C-0020. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the United States Air Force and Defense Advanced Research Projects Agency. Distribution Statement A: Approved for Public Release; Distribution Unlimited.
How to cite:
Benjamin J. Radford (2017). mmtsne: Multiple Maps t-SNE. R package version 0.1.0, https://cran.r-project.org/web/packages/mmtsne. Accessed 13 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited mmtsne R package
View mmtsne citation profile
Other R packages that mmtsne depends, imports, suggests or enhances
Complete documentation for mmtsne
Functions, R codes and Examples using the mmtsne R package
Some associated functions: hbeta . mmtsne . mmtsneP . p2sp . x2p . 
Some associated R codes: mmtsne.R . mmtsne_prep.R .  Full mmtsne package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

robust2sls  
Outlier Robust Two-Stage Least Squares Inference and Testing
An implementation of easy tools for outlier robust inference in two-stage least squares (2SLS) mode ...
Download / Learn more Package Citations See dependency  
covid19us  
Cases of COVID-19 in the United States
A wrapper around the 'COVID Tracking Project API' providing data o ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
weibullness  
Goodness-of-Fit Test for Weibull Distribution (Weibullness)
Conducts a goodness-of-fit test for the Weibull distribution (referred to as the weibullness test) a ...
Download / Learn more Package Citations See dependency  
dafs  
Data Analysis for Forensic Scientists
Data and miscellanea to support the book "Introduction to Data analysis with R for Forensic Scientis ...
Download / Learn more Package Citations See dependency  

29,000

R Packages

247,686

Dependencies

76,729

Author Associations

29,001

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA