Other packages > Find by keyword >

uwot  

The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("uwot", "0.2.4")



Attach the package and use:
library("uwot")
Maintained by
James Melville
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-06
Latest Update: 2025-02-24
Description:
An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <doi:10.48550/arXiv.1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <doi:10.48550/arXiv.1602.00370> is also provided. This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.
How to cite:
James Melville (2019). uwot: The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction. R package version 0.2.4, https://cran.r-project.org/web/packages/uwot. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:58), 0.1.2 (2019-04-06 13:40), 0.1.3 (2019-04-08 00:40), 0.1.4 (2019-09-23 10:20), 0.1.5 (2019-12-04 17:20), 0.1.8 (2020-03-16 13:20), 0.1.9 (2020-11-15 21:00), 0.1.10 (2020-12-15 14:40), 0.1.11 (2021-12-02 09:00), 0.1.13 (2022-08-16 15:00), 0.1.14 (2022-08-22 10:00), 0.1.15 (2023-06-26 13:40), 0.1.16 (2023-06-29 15:00), 0.2.1 (2024-04-15 17:40), 0.2.2 (2024-04-21 23:20), 0.2.3 (2025-02-24 07:30)
Other packages that cited uwot R package
View uwot citation profile
Other R packages that uwot depends, imports, suggests or enhances
Complete documentation for uwot
Functions, R codes and Examples using the uwot R package
Some associated functions: load_uwot . lvish . optimize_graph_layout . save_uwot . similarity_graph . simplicial_set_intersect . simplicial_set_union . tumap . umap . umap_transform . unload_uwot . 
Some associated R codes: RcppExports.R . affinity.R . bigstatsr_init.R . init.R . neighbors.R . rspectra_init.R . supervised.R . transform.R . util.R . uwot.R .  Full uwot package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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