Package: SAR
Title: Smart Adaptive Recommendations
Version: 1.0.4
Authors@R: c(
    person("Hong", "Ooi", , "hongooi73@gmail.com", role = c("aut", "cre")),
    person("Microsoft Product Recommendations team", role = "ctb", comment="source for MS sample datasets"),
    person("Microsoft", role="cph")
    )
Description: '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:
        <https://github.com/Microsoft/Product-Recommendations/blob/master/doc/sar.md>.
        The former allows fast and easy experimentation, and the latter
        provides robust scalability and extra features for production
        use.
URL: https://github.com/hongooi73/SAR
BugReports: https://github.com/hongooi73/SAR/issues
License: MIT + file LICENSE
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
SystemRequirements: GNU make
LazyData: true
Roxygen: list(markdown=TRUE, r6=FALSE)
RoxygenNote: 7.3.1
Config/pak/sysreqs: make libxml2-dev libssl-dev
Repository: https://hongooi73.r-universe.dev
Date/Publication: 2025-04-13 02:27:53 UTC
RemoteUrl: https://github.com/hongooi73/sar
RemoteRef: HEAD
RemoteSha: 12d7a129eae159321ef4a2e342e0a87a359c17ac
NeedsCompilation: yes
Packaged: 2026-07-04 15:53:07 UTC; root
Author: Hong Ooi [aut, cre],
  Microsoft Product Recommendations team [ctb] (source for MS sample
    datasets),
  Microsoft [cph]
Maintainer: Hong Ooi <hongooi73@gmail.com>