search

IBM / lale

Library for Semi-Automated Data Science
https://lale.readthedocs.io
Apache License 2.0
325 stars 82 forks source link

test suite for hyperparameter optimizers #931

Open shinnar opened 2 years ago

shinnar commented 2 years ago

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)

shinnar commented 2 years ago

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