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Better documentation for evaluation_function #71

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HanGuo97 opened this issue May 5, 2019 · 3 comments
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Better documentation for evaluation_function #71

HanGuo97 opened this issue May 5, 2019 · 3 comments
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@HanGuo97
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HanGuo97 commented May 5, 2019

Thanks to the team for the great work! I would appreciate if documentation for arguments like evaluation_function could be provided more explicitly in the tutorials. It took me a while to figure out the function should return a (mean, stderr) tuple when the outcome is a dictionary (https://github.com/facebook/Ax/blob/master/ax/core/types.py#L25).

@kkashin
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kkashin commented May 7, 2019

Thanks for the feedback! We can make this more explicit in https://ax.dev/tutorials/gpei_hartmann_loop.html and https://ax.dev/tutorials/gpei_hartmann_service.html within the evaluation function sections. Would this make it clearer?

@kkashin kkashin added the question Further information is requested label May 7, 2019
@HanGuo97
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HanGuo97 commented May 7, 2019

Thanks! This would definitely help.

facebook-github-bot pushed a commit that referenced this issue May 9, 2019
Summary: We got some feedback that figuring out the format for evaluation function was non-trivial (#71). This should hopefully make it more clear!

Reviewed By: ldworkin

Differential Revision: D15246951

fbshipit-source-id: 52ad3c7499e7fdcd2f015424ad72900744ce1be5
@lena-kashtelyan
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Better documentation is in on master. Please check out section on evaluation function, @HanGuo97!

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