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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.4 |
rolling linux/jammy R-4.5 | SAR_1.0.4.tar.gz |
356.7 KiB |
1.0.4 |
rolling linux/noble R-4.5 | SAR_1.0.4.tar.gz |
360.2 KiB |
1.0.4 |
rolling source/ R- | SAR_1.0.4.tar.gz |
182.4 KiB |
1.0.4 |
latest linux/jammy R-4.5 | SAR_1.0.4.tar.gz |
356.7 KiB |
1.0.4 |
latest linux/noble R-4.5 | SAR_1.0.4.tar.gz |
360.2 KiB |
1.0.4 |
latest source/ R- | SAR_1.0.4.tar.gz |
182.4 KiB |
1.0.4 |
2026-04-26 source/ R- | SAR_1.0.4.tar.gz |
182.4 KiB |
1.0.4 |
2026-04-23 source/ R- | SAR_1.0.4.tar.gz |
182.4 KiB |
1.0.4 |
2026-04-09 windows/windows R-4.5 | SAR_1.0.4.zip |
674.4 KiB |
1.0.4 |
2025-04-20 source/ R- | SAR_1.0.4.tar.gz |
182.4 KiB |