Ensuring Monotonicity and Constraint Filter Edge Case Fallback - #32
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…ady evaluated coalitions and ensures monotonicity for min/max search settings. Furthermore, a fallback solution was introduced to cater for cases where all samples configs become invalid according to conditions after blinding.
Pull Request Test Coverage Report for Build 19543794995Details
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Pull Request Test Coverage Report for Build 19544472547Details
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…figs are left after filtering for conditions. Excluded log message branch from test coverage in utils.py.
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Added a function to the random config space searcher that caches already evaluated coalitions and ensures monotonicity for min/max search settings.
Furthermore, a fallback solution was introduced to cater for cases where all sampled configurations become invalid according to conditions after blinding.