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jrbourbeau / dask-optuna

Scale Optuna with Dask
https://jrbourbeau.github.io/dask-optuna/
MIT License
35 stars 6 forks source link

add to dask examples? #18

Open raybellwaves opened 3 years ago

raybellwaves commented 3 years ago

Wonder if this could fit into https://examples.dask.org/machine-learning/hyperparam-opt.html or a different notebook?

Could even apply to the setting for the Hyperband example? I would be interested in comparisons against Hyberband. However, I know you can't really compare a bandit approach with a Bayesian approach.

stsievert commented 3 years ago

I know you can't really compare a bandit approach with a Bayesian approach.

Combing Hyperband and Bayesian sampling is an open issue for Dask-ML: https://github.com/dask/dask-ml/issues/697.

mrocklin commented 3 years ago

I think that it would be simplest to include an isolated dask-optuna notebook into the examples. I think that that would have good value. It might be useful after that to have a comparison example?

On Tue, Oct 20, 2020 at 9:02 PM Scott Sievert notifications@github.com wrote:

I know you can't really compare a bandit approach with a Bayesian approach.

Combing Hyperband and Bayesian sampling is an open issue for Dask-ML: dask/dask-ml#697 https://github.com/dask/dask-ml/issues/697.

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mrocklin commented 3 years ago

@raybellwaves is this something that you would be interested in?