Treelets provides a novel construction of multi-scale bases that extends wavelets to non-smooth signals. It returns a multi-scale orthonormal basis, where the final computed basis functions are supported on nested clusters in a hierarchical tree. Both the tree and the basis, which are constructed simultaneously, reflect the internal structure of the data.
| Version: | 1.1 |
| Published: | 2015-02-11 |
| Author: | Di Liu and Trent Gaugler |
| Maintainer: | Trent Gaugler <gauglert at lafayette.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | treelet results |
| Reference manual: | treelet.pdf |
| Package source: | treelet_1.1.tar.gz |
| Windows binaries: | r-devel: treelet_1.1.zip, r-release: treelet_1.1.zip, r-oldrel: treelet_1.1.zip |
| macOS binaries: | r-release: treelet_1.1.tgz, r-oldrel: treelet_1.1.tgz |
| Old sources: | treelet archive |
Please use the canonical form https://CRAN.R-project.org/package=treelet to link to this page.