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glum 3.1.0

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@lbittarello lbittarello released this 11 Nov 15:22
· 60 commits to main since this release
3.1.0
e5b26e1
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3.1.0 - 2024-11-11

New features:

  • New argument max_inner_iter for classes GeneralizedLinearRegressor and GeneralizedLinearRegressorCV to control the maximum number of iterations of the inner solver in the IRLS-CD algorithm.
  • New fitted attributes col_means_ and col_stds_ for classes GeneralizedLinearRegressor and GeneralizedLinearRegressorCV.
  • GeneralizedLinearRegressor now prints more informative logs when fitting with alpha_search=True and verbose=True.

Bug fixes:

  • Fixed a bug where GeneralizedLinearRegressor.fit would raise a dtype mismatch error if fit with alpha_search=True.
  • Use data type (float64 or float32) dependent precision in solvers.
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