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Deprecate Skopt Suggestion Service #2280
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@kubeflow/wg-automl-leads WDYT? |
May I work for this issue? |
/unassign @PeterWrighten We need to follow the deprecation flow step by step. |
Got it. Thanks! |
That is sad to hear @tenzen-y. Do we have any alternative to use Bayesian Optimization in Hyperopt or Optuna ? |
Unfortunately, both |
If we want to provide Bayesian sample, we need to implement it ourselves. |
Maybe we could check some Open Source BO implementations. Also, quite recently @contramundum53 added GPSampler support in Optuna: optuna/optuna#5185 Maybe we can re-use it. |
Oh, I didn't find that. |
So, setting optuna as a default Bayesian sampler might be better. |
@andreyvelich @tenzen-y I'm glad that you are considering integration of Optuna's |
Oh, I see. Thank you for letting us know @contramundum53 |
Sorry no, that will depend on many factors, such as how much the new feature is used, how many feature requests come, how many bugs we encounter, and so on. |
Thanks for letting us know @contramundum53! @tenzen-y @johnugeorge What do you think about it ? Should we use |
@contramundum53 Thank you for letting me know! |
@andreyvelich I totally agree with you. |
/remove-release 0.16 |
@tenzen-y Should we try to add deprecation notice before the next release ? |
@andreyvelich Shouldn't be marked as release 0.17, not 0.16? |
Oh, sorry, my bad |
no worries |
This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions. |
/remove-lifecycle stale |
/kind feature
Describe the solution you'd like
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Unfortunately, the scikit-optimize was closed on February 29, 2024.
https://github.com/scikit-optimize/scikit-optimize
So we need to stop supporting the skopt suggestion service as well.
I think that we can follow similar deprecation steps as the MXNet.
Anything else you would like to add:
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