rDppDiversity: Subset Searching Algorithm Using DPP Greedy MAP
Given item set, item representation vector, and item ratings, find a subset with better relevance-diversity trade-off. Also provide machine learning algorithm to learn item representations maximizing log likelihood under DPP assumption. References: [1]Laming Chen, Guoxin Zhang, and Hanning Zhou(2017)<https://lsrs2017.files.wordpress.com/2017/08/lsrs_2017_lamingchen.pdf> [2]Laming Chen, Guoxin Zhang, and Hanning Zhou(2018)<https://papers.nips.cc/paper/2018/file/dbbf603ff0e99629dda5d75b6f75f966-Paper.pdf> [3]Wilhelm, Mark & Ramanathan, Ajith & Bonomo, Alexander & Jain, Sagar & Chi, Ed & Gillenwater, Jennifer(2018)<doi:10.1145/3269206.3272018>.
| Version: | 0.0.2 |
| Imports: | Rcpp |
| LinkingTo: | Rcpp |
| Published: | 2021-06-01 |
| Author: | Sining Ng  [aut,
cre],
Laming Chen [aut],
Guoxin Zhang [aut],
Hanning Zhou [aut],
Jennifer Gillenwater [aut],
Ed H. Chi [aut],
Sagar Jain [aut],
Alexander Bonomo [aut],
Ajith Ramanathan [aut],
Mark Wilhelm [aut],
Antonio Sánchez [cph] (https://gitlab.com/cantonios),
Christoph Hertzberg [cph] (https://gitlab.com/chhtz),
David Tellenbach [cph] (https://gitlab.com/tellenbach),
Eigen Bugzilla [cph] (https://gitlab.com/eigenbz),
Gael Guennebaud [cph] (https://gitlab.com/ggael),
Rasmus Munk Larsen [cph] (https://gitlab.com/rmlarsen1),
Guoqiang QI [cph] (https://gitlab.com/guoqiangqi1),
Konstantinos Margaritis [cph] (https://gitlab.com/freevec) |
| Maintainer: | Sining Ng <sining_ng at icloud.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| CRAN checks: | rDppDiversity results |
Documentation:
| Reference manual: | rDppDiversity.pdf |
Downloads:
| Package source: | rDppDiversity_0.0.2.tar.gz |
| Windows binaries: | r-devel: rDppDiversity_0.0.2.zip, r-release: rDppDiversity_0.0.2.zip, r-oldrel: rDppDiversity_0.0.2.zip |
| macOS binaries: | r-release (arm64): rDppDiversity_0.0.2.tgz, r-oldrel (arm64): rDppDiversity_0.0.2.tgz, r-release (x86_64): rDppDiversity_0.0.2.tgz, r-oldrel (x86_64): rDppDiversity_0.0.2.tgz |
| Old sources: | rDppDiversity archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=rDppDiversity to link to this page.