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.
|Author||Di Liu and Trent Gaugler|
|Maintainer||Trent Gaugler <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on CRAN|
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