https://github.com/jchiquet/univarclust

development repository for the fused-Anova R package
https://github.com/jchiquet/univarclust

Last synced: about 1 month ago
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development repository for the fused-Anova R package

• Host: GitHub
• URL: https://github.com/jchiquet/univarclust
• Owner: jchiquet
• License: gpl-3.0
• Created: 2017-12-01T08:17:22.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2019-07-18T15:15:51.000Z (over 5 years ago)
• Last Synced: 2023-12-01T11:59:34.611Z (about 1 year ago)
• Language: R
• Homepage:
• Size: 5.37 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
Univariate hierarchical clustering at large scale

================

## Description

Fast implementations (in O(n log(n))) of two univariate hierarchical

clustering methods (1 dimensional Ward hierarchical clustering and l1

clusterpath). Resulting hierarchies are exported as hclust object.

## Installation

``` r

devtools::install_github("jchiquet/univarclust").

```

## References

Chiquet J, Gutierrez P, Rigaill G: *Fast tree inference with weighted

fusion penalties*, **Journal of Computational and Graphical Statistics**

205–216, 2017. [PDF

version](http://www.tandfonline.com/doi/abs/10.1080/10618600.2015.1096789?journalCode=ucgs20)

Toby Hocking, Jean-Philippe Vert, Francis Bach, and Armand Joulin.

*Clusterpath: an Algorithm for Clustering using Convex Fusion

Penalties*, Proceedings of the 28th International Conference on Machine

Learning (ICML-11), 2011.