poli.tests.registry.toy_continuous_problems.test_embedding_problems_into_higher_dims#
Tests embedding continuous toy objectives into higher dimensions.
For some objective functions that are defined in 2D space, we give the users the affordance to embed them in higher dimensions. This is useful for testing higher dimensional Bayesian Optimization algorithms, since some of them assume that the intrinsic dimensionality of the problem is lower than the actual dimensionality.
Functions