CRAN/E | rDppDiversity

rDppDiversity

Subset Searching Algorithm Using DPP Greedy MAP

Installation

About

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) [2]Laming Chen, Guoxin Zhang, and Hanning Zhou(2018) [3]Wilhelm, Mark & Ramanathan, Ajith & Bonomo, Alexander & Jain, Sagar & Chi, Ed & Gillenwater, Jennifer(2018)doi:10.1145/3269206.3272018.

Key Metrics

Version 0.0.2
Published 2021-06-01 1220 days ago
Needs compilation? yes
License MIT
License File
CRAN checks rDppDiversity results

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Maintainer

Maintainer

Sining Ng

Authors

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)

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rDppDiversity archive

Imports

Rcpp

LinkingTo

Rcpp