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cog-imperial / entmoot

Multiobjective black-box optimization using gradient-boosted trees
https://entmoot.readthedocs.io/
BSD 3-Clause "New" or "Revised" License
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Provide a simple Bayesian optimization loop example #34

Closed TobyBoyne closed 5 months ago

TobyBoyne commented 6 months ago

The documentation currently doesn't include an example for how to do a complete Bayesian optimization loop with ENTMOOT, only a single iteration. I think we should provide an example of a complete loop for clarity, or at least tidy up the notebook below and include it in the readthedocs.

https://github.com/cog-imperial/entmoot/blob/master/docs/notebooks/single_obj_hyperparam_opt_localgurobi.ipynb

spiralulam commented 5 months ago

Hi Toby, that is a very good idea. Would you mind providing an example?