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@relf relf released this 22 Apr 10:44
· 247 commits to master since this release
v1.0.0
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Learn about vigilant mode.

It is a good time to release SMT 1.0 (just after 0.9!).

The SMT architecture has shown to be useful and resilient since the 0.2 version presented in the article (more additions than actual breaking changes since then). Special thanks to @bouhlelma and @hwangjt and thanks to all contributors.

This is a smooth transition from SMT 0.9, with small additions and bug fixes:

  • Add random_state option to NestedLHS for result reproducibility (#296 thanks @anfelopera)
  • Add use_gower_distance option to EGO to use the Gower distance kernel
    instead of continuous relaxation in presence of mixed integer variables (#299 thanks @Paul-Saves )
  • Fix kriging based bug to allow n_start=1 (#301)
  • Workaround PLS changes in scikit-learn 0.24 which impact KPLS surrogate model family (#306)
  • Add documentation about saving and loading surrogate models (#308)
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