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