FTRLProximal: FTRL Proximal Implementation for Elastic Net Regression
Version 0.3.0

Implementation of Follow The Regularized Leader (FTRL) Proximal algorithm, proposed by McMahan et al. (2013) , used for online training of large scale regression models using a mixture of L1 and L2 regularization.

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AuthorVilhelm von Ehrenheim [aut, cre]
Date of publication2017-01-03 11:25:34
MaintainerVilhelm von Ehrenheim <vonehrenheim@gmail.com>
LicenseMIT + file LICENSE
Version0.3.0
URL https://github.com/while/FTRLProximal
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("FTRLProximal")

Man pages

coef.ftrlprox: coef.ftrlprox
ftrlprox: FTRL Proximal
ftrlprox.default: FTRL Proximal for matrix class
ftrlprox.formula: FTRL Proximal formula
initialize.ftrlprox: Initialize empty FTRL Proximal class
predict.ftrlprox: Predict function for FTRLProx models
print.ftrlprox: Print a ftrlprox model
update.ftrlprox: Update FTRL Proximal model

Functions

coef.ftrlprox Man page Source code
ftrlprox Man page Source code
ftrlprox.default Man page Source code
ftrlprox.formula Man page Source code
initialize.ftrlprox Man page Source code
predict.ftrlprox Man page Source code
print.ftrlprox Man page Source code
update.ftrlprox Man page Source code

Files

tests
tests/memcheck
tests/memcheck/norm2d.r
tests/testthat.R
tests/testthat
tests/testthat/test_predict.r
tests/testthat/test_ftrlprox_matrix.r
tests/testthat/test_ftrlprox_formula.r
tests/testthat/test_print.r
tests/testthat/test_ftrlprox_sparse.r
tests/testthat/test_initialize_ftrlprox.r
tests/testthat/test_update_ftrlprox.r
src
src/Makevars
src/lognet.c
src/matrix_helpers.c
src/matrix_helpers.h
src/list.h
src/splognet.c
NAMESPACE
R
R/coef.ftrlprox.r
R/ftrlprox.r
R/update.ftrlprox.r
R/ftrlprox.default.r
R/print.ftrlprox.r
R/initialize.ftrlprox.r
R/ftrlprox.formula.r
R/predict.ftrlprox.r
README.md
MD5
DESCRIPTION
man
man/ftrlprox.default.Rd
man/initialize.ftrlprox.Rd
man/print.ftrlprox.Rd
man/ftrlprox.Rd
man/update.ftrlprox.Rd
man/coef.ftrlprox.Rd
man/predict.ftrlprox.Rd
man/ftrlprox.formula.Rd
LICENSE
FTRLProximal documentation built on May 19, 2017, 3:25 p.m.