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@mandjevant mandjevant commented Mar 3, 2025

Main improvements:

  • Update usability for sklearn 1.5 and 1.6
  • Add hashing vectorizer and count vectorizer
  • Allow **kwargs for all hyper parameter search spaces
  • Improve pipelines by distributing tests over available CPU cores

By merging this we will remove support for sklearn 1.4 and under. I aim to create a new release from this and finally tackle the pipy issues that we have discussed a few times before.

Timeline:
I still have to test the pipelines part, then I will request a review. I aim to have this pr finished in the next few days

Edit:
Everything is finished and Ill merge this soon. As soon as I have, I will try to put the project on a new pypi under hyperopt-sklearn. Once successful, this will immediately be followed by a README.md pr. Detailing the install instructions

@mandjevant mandjevant marked this pull request as ready for review March 4, 2025 19:51
@mandjevant mandjevant requested a review from bjkomer March 4, 2025 19:51
@mandjevant mandjevant merged commit 5594f8e into hyperopt:master Mar 22, 2025
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@mandjevant mandjevant deleted the 2025Update branch March 22, 2025 07:36
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