Companion

Properties

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The default maximum number of BO iterations after the initial design. By default, this is 100.

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The default exploration weight for the lower-confidence-bound acquisition. By default, this is 2.0.

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The default number of initial design points. By default, this is 10.

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The default termination threshold for the largest number of iterations during which no improvement of the best solution is found. By default, this is 10.

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The default floor used for per-point noise variance when an estimate is unavailable. By default, 1.0E-6.

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The default number of global candidates for the sampled acquisition optimizer. By default, this is 512.

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The default hyperparameter refit cadence (in iterations). By default, this is 1.

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The default number of local candidates for the sampled acquisition optimizer. By default, this is 5.

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The default exploration margin for improvement-based acquisitions. By default, this is 0.0.