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DESCRIPTION
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DESCRIPTION
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Package: SAR
Title: Smart Adaptive Recommendations
Version: 1.0.3
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: 7.1.1