treelet-package:
Treelets - an adaptive multi-scale basis for high-dimensional,sparse and unordered data
Description
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.
Details
|
Package: |
| treelet |
|
Type: |
| Package |
|
Version: |
| 1.1 |
|
Date: |
| 2015-02-10 |
|
License: |
| GPL (>= 2) |