kernrank is an
R package implementing kernel functions and kernel methods for analyzing rank data, typically total rankings (or permutations), interleaving and top-k partial rankings, multivariate rankings.
# install.packages("devtools") devtools::install_github("YunlongJiao/kernrank")
Yunlong Jiao, Jean-Philippe Vert. "The Kendall and Mallows Kernels for Permutations." IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 7, pp. 1755-1769, 2018. DOI:10.1109/TPAMI.2017.2719680
Yunlong Jiao, Jean-Philippe Vert. "The Weighted Kendall and High-order Kernels for Permutations." arXiv preprint arXiv:1802.08526, 2018. arXiv:1802.08526
This package is built upon and is a stable and significant extension of the R CRAN package
- Author: Yunlong Jiao
- License: GPL-3