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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.
Package details |
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Author | Di Liu and Trent Gaugler |
Maintainer | Trent Gaugler <gauglert@lafayette.edu> |
License | GPL (>= 2) |
Version | 1.1 |
Package repository | View on CRAN |
Installation |
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