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test suite for hyperparameter optimizers #931

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shinnar opened this issue Jan 4, 2022 · 1 comment
Open

test suite for hyperparameter optimizers #931

shinnar opened this issue Jan 4, 2022 · 1 comment

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@shinnar
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shinnar commented Jan 4, 2022

There is an existing ad-hoc set of tests for our our optimizers.
We should factor out a standard set of tests that are generic over the choice of optimizer, that can be re-used/run against each optimizer. This can then be used as a test suite for new optimizers, including ones that live in other repositories (such as NSGA-II based optimizer recently added to lale-gpl)
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shinnar commented Jan 4, 2022

This should include tests for the expected format of the return value from the summary method

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