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  • Improvement to fit_regselect_*() so that the regularization does not have to be initialized before fitting the model. This fixes a longstanding chicken/egg problem and makes using fit_regselect_*() much less cumbersome.
  • Ensured error computation correctly aligns training and predicted states in fit_regselect_continuous(). Previously, this could have been misaligned when using a time derivative estimator that truncates states.
  • Time derivative estimators in opinf.ddt now have a mask() method that map states to the estimation grid.
  • Added regression tests based on the tutorial notebooks.
  • Added pytest and pytest-cov to the dependencies for developers.

This also bumps the version to 0.5.15.

@shanemcq18 shanemcq18 merged commit 6cb936a into Willcox-Research-Group:main Apr 11, 2025
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@shanemcq18 shanemcq18 deleted the circle branch April 11, 2025 18:21
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