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rFTRLProximal (version 1.0.0)
FTRL-Proximal Algorithm
Description
An efficient C++ based implementation of "Follow The (Proximally) Regularized Leader" online learning algorithm. This algorithm was proposed in McMahan et al. (2013)
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Version
Version
1.0.0
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Install
install.packages('rFTRLProximal')
Monthly Downloads
11
Version
1.0.0
License
GPL-2
Issues
0
Pull Requests
0
Stars
15
Forks
1
Repository
http://github.com/yanyachen/rFTRLProximal
Maintainer
Yachen Yan
Last Published
December 27th, 2016
Functions in rFTRLProximal (1.0.0)
Search functions
FTRLProx.predict.spMatrix
(Depreciated) FTRL-Proximal Linear Model Predicting Function
FTRLProx_train_spMatrix
FTRL-Proximal Linear Model Fitting Function
FTRLProx_validate
FTRL-Proximal Linear Model Validation
FTRLProx_predict
FTRL-Proximal Linear Model Predicting
FTRLProx_Hashing
Feature Hashing for FTRL-Proximal Model
FTRLProx_train
FTRL-Proximal Linear Model Training
FTRLProx_validate_spMatrix
FTRL-Proximal Linear Model Validation Function
FTRLProx_cv
FTRL-Proximal Linear Model Cross Validation
FTRLProx.train.spMatrix
(Depreciated) FTRL-Proximal Linear Model Fitting Function
FTRLProx_predict_spMatrix
FTRL-Proximal Linear Model Predicting Function
rFTRLProximal
rFTRLProximal: FTRL-Proximal Algorithm
slice
Subsetting dgCMatrix