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 | 2016-12-27 15:28:19 |

Maintainer | Yachen Yan <yanyachen21@gmail.com> |

License | GPL-2 |

Version | 1.0.0 |

http://github.com/yanyachen/rFTRLProximal |

**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

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
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