gemseo / post

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som module

Self Organizing Maps to display high dimensional design spaces.

class gemseo.post.som.SOM(opt_problem)

Bases: OptPostProcessor

Self organizing map clustering optimization history.

Options of the plot method are the x- and y- numbers of cells in the SOM.

Parameters:

opt_problem (OptimizationProblem) – The optimization problem to be post-processed.

Raises:

ValueError – If the JSON grammar file for the options of the post-processor does not exist.

DEFAULT_FIG_SIZE = (12.0, 18.0)

The default width and height of the figure, in inches.

database: Database

The database generated by the optimization problem.

materials_for_plotting: dict[Any, Any]

The materials to eventually rebuild the plot in another framework.

opt_problem: OptimizationProblem

The optimization problem.