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tvdenoising

R-CMD-check CRAN status

The tvdenoising package provides an implementation of an efficient linear-time dynamic programming algorithm for univariate total variation denoising (also called fused lasso signal approximation), due to Johnson (2013), which computes the exact solution, for a given regularization level \(\lambda\). You can also find a concise explanation of the algorithm at this link.

Installation

To install the released version from CRAN:

install.packages("tvdenoising")

To install the development version from GitHub:

# install.packages("pak")
pak::pak("glmgen/tvdenoising")

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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