We should review the tests that we are including in the pipeline. For example, the test below asserts that the proposed point is $x^* \in [-0.5, 0.5]$. However, it is unclear to me that this is correct in the exploration setting. Indeed, when using the gurobi_direct interface for Pyomo, this test sometimes fails.
Further, we should consider using random seeds in the testing to ensure that tests are reproducible.
We should review the tests that we are including in the pipeline. For example, the test below asserts that the proposed point is $x^* \in [-0.5, 0.5]$. However, it is unclear to me that this is correct in the exploration setting. Indeed, when using the
gurobi_directinterface for Pyomo, this test sometimes fails.Further, we should consider using random seeds in the testing to ensure that tests are reproducible.
https://github.com/cog-imperial/entmoot/blob/5d7003daadc2c23312df2b5ba8c746dc3de5e840/tests/test_curr.py#L116-L129