SvenSerneels / spls

Julia Package for Sparse PLS regression

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spls -- obsolete

Julia Package for Sparse PLS regression. Package will be archived.

Please have a look at RitSpls.jl, a much more comprehensive package that includes

  • sparse PLS with option to use SNIPLS or Sparse Helland ``Shelland" algorithms
  • sparse PLS influence function and asymptotic variance
  • Robustness inducing transformations: generalized spatial sign and wrapping trabsformtion
  • cross-validation utilities.

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Julia Package for Sparse PLS regression

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