som module¶
Self Organizing Maps to display high dimensional design spaces.
- class gemseo.post.som.SOM(opt_problem)[source]
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.