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TRMF
View on CRAN: Click
here
Download and install TRMF package within the R console
Install from CRAN:
install.packages("TRMF")
Install from Github:
library("remotes")
install_github("cran/TRMF")
Install by package version:
library("remotes")
install_version("TRMF", "0.2.1")
Attach the package and use:
library("TRMF")
Maintained by
Chad Hammerquist
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.TRMF . TRMF results . TRMF.pdf . TRMF (Temporally Regularized Matrix Factorization) . TRMF_0.2.1.tar.gz . TRMF_0.2.1.zip . TRMF_0.2.1.zip . TRMF_0.2.1.zip . TRMF_0.2.1.tgz . TRMF_0.2.1.tgz . TRMF_0.2.1.tgz . TRMF_0.2.1.tgz . TRMF_0.2.1.tgz . TRMF_0.2.1.tgz . TRMF archive . https://CRAN.R-project.org/package=TRMF .
First Published: 2021-01-21
Latest Update: 2021-08-16
Description:
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputing values in short but high-dimensional time series. Uses regularized alternating least squares to compute the factorization, allows for several types of constraints on matrix factors and natively handles weighted and missing data.
How to cite:
Chad Hammerquist (2021). TRMF: Temporally Regularized Matrix Factorization. R package version 0.2.1, https://cran.r-project.org/web/packages/TRMF. Accessed 06 Apr. 2025.
Previous versions and publish date:
Other packages that cited TRMF R package
View TRMF citation profile
Other R packages that TRMF depends,
imports, suggests or enhances
Complete documentation for TRMF
Functions, R codes and Examples using
the TRMF R package
Some associated functions: NormalizeMatrix . TRMF_ar . TRMF_coefficients . TRMF_es . TRMF_regression . TRMF_seasonal . TRMF_simple . TRMF_trend . coef.TRMF . components.TRMF . create_TRMF . fitted.TRMF . impute_TRMF . plot.TRMF . predict.TRMF . reexports . resid.TRMF . retrain . summary.TRMF . train_TRMF .
Some associated R codes: ConstraintMatrices.R . DataProcesssingFunctions.R . InternalFunctions.R . Methods.R . TRMF.R . Full TRMF package functions and examples
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