r-cran-ckmeans.1d.dp 4.3.5+dfsg-1
Package Information
| Description | Optimal, Fast, and Reproducible Univariate Clustering Fast, optimal, and reproducible weighted univariate clustering by dynamic programming. Four problems are solved, including univariate k-means (Wang & Song 2011) <doi:10.32614/RJ-2011-015> (Song & Zhong 2020) <doi:10.1093/bioinformatics/btaa613>, k-median, k-segments, and multi-channel weighted k-means. Dynamic programming is used to minimize the sum of (weighted) within-cluster distances using respective metrics. Its advantage over heuristic clustering in efficiency and accuracy is pronounced when there are many clusters. Multi-channel weighted k-means groups multiple univariate signals into k clusters. An auxiliary function generates histograms adaptive to patterns in data. This package provides a powerful set of tools for univariate data analysis with guaranteed optimality, efficiency, and reproducibility, useful for peak calling on temporal, spatial, and spectral data. |
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| Maintainer | Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net> |
| Changed By | Charles Plessy <plessy@debian.org> |
| Sponsor | plessy@debian.org |
| Distribution | unstable |
| Architecture | any |
| VCS | git: https://salsa.debian.org/r-pkg-team/r-cran-ckmeans.1d.dp.git (browse) |
| Tracker | https://tracker.debian.org/pkg/r-cran-ckmeans.1d.dp |
| Uploaded | 2 hours ago |
New Package Report
.changes
| Source | r-cran-ckmeans.1d.dp |
|---|---|
| Version | 4.3.5+dfsg-1 |
| Changed-By | Charles Plessy |
| Architecture | source amd64 |
| Distribution | unstable |
| Date | Sat, 09 May 2026 15:18:45 +0900 |
Changelog
r-cran-ckmeans.1d.dp (4.3.5+dfsg-1) unstable; urgency=medium . * Initial release (needed for r-cran-xgboost)
.dsc
| Section | gnu-r |
|---|---|
| Priority | optional |
| Component | main |
| Package-List | r-cran-ckmeans.1d.dp deb gnu-r optional arch=any |
debian/copyright
Format: https://www.debian.org/doc/packaging-manuals/copyright-format/1.0/ Source: https://cran.r-project.org/package=Ckmeans.1d.dp Upstream-Name: Ckmeans.1d.dp Upstream-Contact: Joe Song <joemsong@cs.nmsu.edu>, Files-Excluded: */inst/doc/*.html Files: * Copyright: 2010-2023 Joe Song, Hua Zhong, Haizhou Wang, Mingzhou Song, License: LGPL-3+ Files: debian/* Copyright: 2026 Debian R Packages Maintainers Team License: LGPL-3+ License: LGPL-3+ This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation either version 3 of the License, or (at your option) any later version.. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. . You should have received a copy of the GNU Lesser General Public License along with this library. If not, see <https://www.gnu.org/licenses/>. . On Debian systems you can find the full text of the GNU Lesser General Public License version 3 license at /usr/share/common-licenses/LGPL-3.