Published October 31, 2018 | Version v0.8.0
Software Open

dswah/pyGAM: v0.8.0

Creators

  • 1. @indigo-ag

Description

New Features

  • cyclic p-splines: you can now train models with periodic features by using the 'cp' basis like so:

    GAM(s(0, basis='cp'))

  • factor smooths now allow dummy coding, via:

    GAM(f(0, coding='dummy'))

    Models using this coding scheme are more statistically interpretable , and computationally less expensive than those using one-hot encodings.

Bug Fixes
  • models can mix constrained terms and un-constrained tensor-terms
  • tensor terms can be constrained

Files

dswah/pyGAM-v0.8.0.zip

Files (5.5 MB)

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Additional details

Related works

Is supplement to
https://github.com/dswah/pyGAM/tree/v0.8.0 (URL)