rFTRLProximal: FTRL-Proximal Algorithm

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An efficient C++ based implementation of "Follow The (Proximally) Regularized Leader" online learning algorithm. This algorithm was proposed in McMahan et al. (2013) <DOI:10.1145/2487575.2488200>.

Author
Author: Yachen Yan [aut, cre]
Date of publication
2016-09-15 21:57:16
Maintainer
Yachen Yan <yanyachen21@gmail.com>
License
GPL-2
Version
1.0.0
URLs

View on CRAN

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

Files in this package

rFTRLProximal
rFTRLProximal/src
rFTRLProximal/src/rFTRLProximal.cpp
rFTRLProximal/src/RcppExports.cpp
rFTRLProximal/NAMESPACE
rFTRLProximal/R
rFTRLProximal/R/slice.R
rFTRLProximal/R/FTRLProx_predict.R
rFTRLProximal/R/RcppExports.R
rFTRLProximal/R/FTRLProx_validate.R
rFTRLProximal/R/FTRLProx.predict.spMatrix.R
rFTRLProximal/R/FTRLProx_train.R
rFTRLProximal/R/FTRLProx_cv.R
rFTRLProximal/R/FTRLProx.train.spMatrix.R
rFTRLProximal/R/rFTRLProximal.R
rFTRLProximal/R/FTRLProx_Hashing.R
rFTRLProximal/MD5
rFTRLProximal/DESCRIPTION
rFTRLProximal/man
rFTRLProximal/man/FTRLProx_predict.Rd
rFTRLProximal/man/FTRLProx.predict.spMatrix.Rd
rFTRLProximal/man/rFTRLProximal.Rd
rFTRLProximal/man/FTRLProx_train.Rd
rFTRLProximal/man/FTRLProx_predict_spMatrix.Rd
rFTRLProximal/man/FTRLProx_validate_spMatrix.Rd
rFTRLProximal/man/FTRLProx.train.spMatrix.Rd
rFTRLProximal/man/FTRLProx_cv.Rd
rFTRLProximal/man/FTRLProx_train_spMatrix.Rd
rFTRLProximal/man/slice.Rd
rFTRLProximal/man/FTRLProx_Hashing.Rd
rFTRLProximal/man/FTRLProx_validate.Rd