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v0.2.1

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@simon-hirsch simon-hirsch released this 12 Feb 10:24
· 51 commits to main since this release

Improving the scaler:

  • Allow for scaling of certain variables only. See https://simon-hirsch.github.io/rolch/scaler/ for details. You can now pass either a bool into scale_inputs or a numpy array with indices of the columns of $X$ you'd like to scale.

Some fixes:

  • Add MLE estimates as start values to improve convergence in the beginning. This is more robust, since the previous start values might have been overly optimistic.
  • Allow for boolean arrays in the equation and the scale_inputs.