Other packages > Find by keyword >

PSGD  

Projected Subset Gradient Descent
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]
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:
1.0.0 (2022-03-09 22:40), 1.0.1 (2022-07-01 09:10), 1.0.2 (2022-11-22 10:10), 1.0.3 (2023-04-25 01:10), 1.0.4 (2024-12-18 16:20)
Other packages that cited PSGD R package
View PSGD citation profile
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
Downloads during the last 30 days
03/0703/0803/1003/1103/1203/1303/1403/1503/1603/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/05Downloads for PSGD051015202530354045505560TrendBars

Today's Hot Picks in Authors and Packages

listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
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  
spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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