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Remove experimental decorators from hyperparameter importance (HPI) features. #1440

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merged 2 commits into from Jun 30, 2020

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@hvy hvy commented Jun 26, 2020

Motivation

Hyperparameter importance (HPI) APIs should be made stable before v2.0.

Description of the changes

  • Aligns somewhat inconsistent APIs
  • Removes experimental decorators
  • Adds tests

@hvy hvy added the feature Change that does not break compatibility, but affects the public interfaces. label Jun 26, 2020
@hvy hvy added this to the v2.0.0 milestone Jun 26, 2020
@toshihikoyanase toshihikoyanase self-assigned this Jun 29, 2020
@HideakiImamura HideakiImamura self-assigned this Jun 30, 2020
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Thank you for your PR. It looks good to me except for small comments.

tests/importance_tests/test_mean_decrease_impurity.py Outdated Show resolved Hide resolved
tests/importance_tests/test_fanova.py Outdated Show resolved Hide resolved
Co-authored-by: Toshihiko Yanase <toshihiko.yanase@gmail.com>
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hvy commented Jun 30, 2020

Thanks for catching my careless mistakes. I applied your suggestions, PTAL.

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Thanks for the PR. The changes are LGTM.

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Thank you for your update. LGTM.

@toshihikoyanase toshihikoyanase merged commit 6a16746 into optuna:master Jun 30, 2020
@hvy hvy deleted the hpi-rm-experimental branch June 30, 2020 14:57
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3 participants