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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Install

install.packages('rFTRLProximal')

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Version

1.0.0

License

GPL-2

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Repository

http://github.com/yanyachen/rFTRLProximal

Maintainer

Yachen Yan

Last Published

December 27th, 2016

Functions in rFTRLProximal (1.0.0)

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