rFTRLProximal: FTRL-Proximal Algorithm
Version 1.0.0

An efficient C++ based implementation of "Follow The (Proximally) Regularized Leader" online learning algorithm. This algorithm was proposed in McMahan et al. (2013) .

AuthorAuthor: Yachen Yan [aut, cre]
Date of publication2016-12-27 15:28:19
MaintainerYachen Yan <yanyachen21@gmail.com>
LicenseGPL-2
Version1.0.0
URL http://github.com/yanyachen/rFTRLProximal
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rFTRLProximal")

Popular man pages

FTRLProx_cv: FTRL-Proximal Linear Model Cross Validation
FTRLProx_Hashing: Feature Hashing for FTRL-Proximal Model
FTRLProx_predict: FTRL-Proximal Linear Model Predicting
FTRLProx_train: FTRL-Proximal Linear Model Training
FTRLProx.train.spMatrix: (Depreciated) FTRL-Proximal Linear Model Fitting Function
FTRLProx_validate_spMatrix: FTRL-Proximal Linear Model Validation Function
slice: Subsetting dgCMatrix
See all...

All man pages Function index File listing

Man pages

FTRLProx_cv: FTRL-Proximal Linear Model Cross Validation
FTRLProx_Hashing: Feature Hashing for FTRL-Proximal Model
FTRLProx_predict: FTRL-Proximal Linear Model Predicting
FTRLProx_predict_spMatrix: FTRL-Proximal Linear Model Predicting Function
FTRLProx.predict.spMatrix: (Depreciated) FTRL-Proximal Linear Model Predicting Function
FTRLProx_train: FTRL-Proximal Linear Model Training
FTRLProx_train_spMatrix: FTRL-Proximal Linear Model Fitting Function
FTRLProx.train.spMatrix: (Depreciated) FTRL-Proximal Linear Model Fitting Function
FTRLProx_validate: FTRL-Proximal Linear Model Validation
FTRLProx_validate_spMatrix: FTRL-Proximal Linear Model Validation Function
rFTRLProximal: rFTRLProximal: FTRL-Proximal Algorithm
slice: Subsetting dgCMatrix

Functions

FTRLProx.predict.spMatrix Man page Source code
FTRLProx.train.spMatrix Man page Source code
FTRLProx_Hashing Man page Source code
FTRLProx_cv Man page Source code
FTRLProx_predict Man page Source code
FTRLProx_predict_spMatrix Man page Source code
FTRLProx_train Man page Source code
FTRLProx_train_spMatrix Man page Source code
FTRLProx_validate Man page Source code
FTRLProx_validate_spMatrix Man page Source code
rFTRLProximal Man page
rFTRLProximal-package Man page
slice Man page Source code

Files

src
src/rFTRLProximal.cpp
src/RcppExports.cpp
NAMESPACE
R
R/slice.R
R/FTRLProx_predict.R
R/RcppExports.R
R/FTRLProx_validate.R
R/FTRLProx.predict.spMatrix.R
R/FTRLProx_train.R
R/FTRLProx_cv.R
R/FTRLProx.train.spMatrix.R
R/rFTRLProximal.R
R/FTRLProx_Hashing.R
MD5
DESCRIPTION
man
man/FTRLProx_predict.Rd
man/FTRLProx.predict.spMatrix.Rd
man/rFTRLProximal.Rd
man/FTRLProx_train.Rd
man/FTRLProx_predict_spMatrix.Rd
man/FTRLProx_validate_spMatrix.Rd
man/FTRLProx.train.spMatrix.Rd
man/FTRLProx_cv.Rd
man/FTRLProx_train_spMatrix.Rd
man/slice.Rd
man/FTRLProx_Hashing.Rd
man/FTRLProx_validate.Rd
rFTRLProximal documentation built on May 19, 2017, 8:35 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

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