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Fixes #502

What does this implement/fix? Explain your changes.

the issue stems from the change here - prior to sklearn 1.8 the collinearity case in QDA was a warning, now (in 1.8) it's an error. The warnings were not seen as they are supressed by the skops test setup.

Additions:

  • regularization to the QDA in tests to avoid the collinearity error
  • adding a new ci-sklearn18 to the gha
  • pyproject.toml update for the new version

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Fix sklearn=1.8 issues and release if required.

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