CRAN/E | SAR

SAR

Smart Adaptive Recommendations

Installation

About

'Smart Adaptive Recommendations' (SAR) is the name of a fast, scalable, adaptive algorithm for personalized recommendations based on user transactions and item descriptions. It produces easily explainable/interpretable recommendations and handles "cold item" and "semi-cold user" scenarios. This package provides two implementations of 'SAR': a standalone implementation, and an interface to a web service in Microsoft's 'Azure' cloud: . The former allows fast and easy experimentation, and the latter provides robust scalability and extra features for production use.

github.com/hongooi73/SAR
System requirements GNU make
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 3.3
Published 2020-10-07 1349 days ago
Needs compilation? yes
License MIT
License File
CRAN checks SAR results

Downloads

Yesterday 0
Last 7 days 21 -13%
Last 30 days 160 -29%
Last 90 days 555 -21%
Last 365 days 2.348 -8%

Maintainer

Maintainer

Hong Ooi

Authors

Hong Ooi

aut / cre

Microsoft Product Recommendations team

ctb

(source for MS sample datasets)

Microsoft

cph

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SAR archive

Depends

R ≥ 3.3

Imports

AzureRMR
AzureStor
dplyr ≥ 0.7
httr
jsonlite
Matrix
R6
parallel
Rcpp ≥ 0.12
RcppParallel

Suggests

testthat

LinkingTo

Rcpp
RcppArmadillo
RcppParallel