{ "_id": "6a492d94b5e98c4082a0cea3", "Package": "SAR", "Title": "Smart Adaptive Recommendations", "Version": "1.0.4", "Authors@R": "c(\nperson(\"Hong\", \"Ooi\", , \"hongooi73@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Microsoft Product Recommendations team\", role = \"ctb\", comment=\"source for MS sample datasets\"),\nperson(\"Microsoft\", role=\"cph\")\n)", "Description": "'Smart Adaptive Recommendations' (SAR) is the name of a\nfast, scalable, adaptive algorithm for personalized\nrecommendations based on user transactions and item\ndescriptions. It produces easily explainable/interpretable\nrecommendations and handles \"cold item\" and \"semi-cold user\"\nscenarios. This package provides two implementations of 'SAR':\na standalone implementation, and an interface to a web service\nin Microsoft's 'Azure' cloud:\n.\nThe former allows fast and easy experimentation, and the latter\nprovides robust scalability and extra features for production\nuse.", "URL": "https://github.com/hongooi73/SAR", "BugReports": "https://github.com/hongooi73/SAR/issues", "License": "MIT + file LICENSE", "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": { "Date": "2026-07-04 15:53:07 UTC", "User": "root" }, "Author": "Hong Ooi [aut, cre],\nMicrosoft Product Recommendations team [ctb] (source 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