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PSGD
View on CRAN: Click
here
Download and install PSGD package within the R console
Install from CRAN:
install.packages("PSGD")
Install from Github:
library("remotes")
install_github("cran/PSGD")
Install by package version:
library("remotes")
install_version("PSGD", "1.0.4")
Attach the package and use:
library("PSGD")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-09
Latest Update: 2023-04-24
Description:
Functions to generate ensembles of generalized linear models using
a greedy projected subset gradient descent algorithm. The sparsity
and diversity tuning parameters are selected by cross-validation.
How to cite:
Anthony Christidis (2022). PSGD: Projected Subset Gradient Descent. R package version 1.0.4, https://cran.r-project.org/web/packages/PSGD. Accessed 06 Apr. 2025.
Previous versions and publish date:
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Other R packages that PSGD depends,
imports, suggests or enhances
Complete documentation for PSGD
Functions, R codes and Examples using
the PSGD R package
Some associated functions: PSGD . coef.PSGD . coef.cv.PSGD . cv.PSGD . predict.PSGD . predict.cv.PSGD .
Some associated R codes: CV_PSGD.R . Coefficients.R . Data_Check.R . PSGD.R . Predictions.R . RcppExports.R . Full PSGD package functions and examples
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