Design Space Exploration#
Specification for a single variable / dimension in a design problem. |
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Parameter containing floats. |
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Parameter containing integers. |
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Parameter containing a set of of anything. |
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Spec for a sweep algorithm, with a method to run it. |
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Select parameters uniformly on a grid. |
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Select sampling points using Monte Carlo sampling. |
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A standard method for performing a Bayesian optimization search, built around the Bayesian Optimization package. |
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A standard method for performing genetic algorithm search, built around the PyGAD package. |
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A standard method for performing particle swarm search, build around the PySwarms package. |
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Manages all exploration of a parameter space within specified parameters using a supplied search method. |
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Stores the result of a run over a |