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SAR: Smart Adaptive Recommendations
'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.
Getting started
Browse package contents
Package details |
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| Author | Hong Ooi [aut, cre], Microsoft Product Recommendations team [ctb] (source for MS sample datasets), Microsoft [cph] |
| Maintainer | Hong Ooi <hongooi73@gmail.com> |
| License | MIT + file LICENSE |
| Version | 1.0.3 |
| URL | https://github.com/hongooi73/SAR |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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