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Adaptive Experimentation Platform

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[GENERAL SUPPORT]: Manual configuration,

Fa20 opened this issue · comments

commented

Question

Hello,
is there any difference between use GPEI model and Botorch model in the Generation Strategy for MOO?

Please provide any relevant code snippet if applicable.

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commented

Hi @Fa20, i'd recommend this tutorial to learn about modular botorch model: https://ax.dev/tutorials/modular_botax.html

However, once nice thing about Ax is that when using the Service API, we will automatically select the best GenerationStrategy during the experiment setup step here (https://ax.dev/tutorials/gpei_hartmann_service.html#2.-Set-up-experiment). For almost all cases, relying on our logic for GenerationStrategy selection will yield the best results.

Closing the issue for now, but please feel free to re-open if you have more specific questions about this.