Other packages > Find by keyword >

nlpembeds  

Natural Language Processing Embeddings
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nlpembeds", "1.0.0")



Attach the package and use:
library("nlpembeds")
Maintained by
Thomas Charlon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-04
Latest Update: 2025-02-04
Description:
Provides efficient methods to compute co-occurrence matrices, pointwise mutual information (PMI) and singular value decomposition (SVD). In the biomedical and clinical settings, one challenge is the huge size of databases, e.g. when analyzing data of millions of patients over tens of years. To address this, this package provides functions to efficiently compute monthly co-occurrence matrices, which is the computational bottleneck of the analysis, by using the 'RcppAlgos' package and sparse matrices. Furthermore, the functions can be called on 'SQL' databases, enabling the computation of co-occurrence matrices of tens of gigabytes of data, representing millions of patients over tens of years. Partly based on Hong C. (2021) <doi:10.1038/s41746-021-00519-z>.
How to cite:
Thomas Charlon (2025). nlpembeds: Natural Language Processing Embeddings. R package version 1.0.0, https://cran.r-project.org/web/packages/nlpembeds. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited nlpembeds R package
View nlpembeds citation profile
Other R packages that nlpembeds depends, imports, suggests or enhances
Complete documentation for nlpembeds
Functions, R codes and Examples using the nlpembeds R package
Full nlpembeds package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
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  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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