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v2.5.0 - Domain adaptive partial least squares regression

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@B-Analytics B-Analytics released this 08 May 13:48
v2.5.0
f11e224
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Learn about vigilant mode.

Added

  • New model class DAPLS for (kernel) domain adaptive partial least squares regression.
  • demo_daPLS.ipynb notebook for demonstration of the new model class.
  • Documentation for the new model class included.
  • Usage pattern for the new model class added to the README.
  • Demo of the heuristic regularization parameter selection for the DIPLS class.

Changed

  • Changed the demo_ModelSelection.ipynb notebook to include a demonstration of the heuristic regularization parameter selection for the DIPLS class.

Fixed

  • Fixed failure of check_estimator() in the EDPLS class.

Removed

None

Breaking Changes

None

Full Changelog: v2.4.3...v2.5.0

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