Other packages > Find by keyword >

umap  

Uniform Manifold Approximation and Projection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("umap", "0.2.10.0")



Attach the package and use:
library("umap")
Maintained by
Tomasz Konopka
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-24
Latest Update: 2023-02-01
Description:
Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <doi:10.48550/arXiv.1802.03426>. This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).
How to cite:
Tomasz Konopka (2018). umap: Uniform Manifold Approximation and Projection. R package version 0.2.10.0, https://cran.r-project.org/web/packages/umap. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0.3 (2018-06-24 13:07), 0.2.0.0 (2018-07-25 22:00), 0.2.1.0 (2019-04-30 09:20), 0.2.2.0 (2019-05-13 08:20), 0.2.3.1 (2019-08-21 14:40), 0.2.3 (2019-08-19 20:50), 0.2.4.0 (2019-12-07 15:30), 0.2.4.1 (2020-01-09 00:00), 0.2.5.0 (2020-03-09 07:20), 0.2.6.0 (2020-06-16 02:10), 0.2.7.0 (2020-11-04 07:50), 0.2.8.0 (2022-03-23 21:30), 0.2.9.0 (2022-08-25 08:10)
Other packages that cited umap R package
View umap citation profile
Other R packages that umap depends, imports, suggests or enhances
Complete documentation for umap
Functions, R codes and Examples using the umap R package
Some associated functions: predict.umap . umap.defaults . umap.knn . umap . 
Some associated R codes: RcppExports.R . coo.R . coo_spectral.R . embedding.R . knn.R . umap.R . umap_checks.R . umap_learn.R . umap_naive.R . umap_print.R . umap_small.R . umap_universal.R . utils.R .  Full umap package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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