athena.subspaces.Subspaces.plot_sufficient_summary

Subspaces.plot_sufficient_summary(inputs, outputs, filename=None, figsize=(10, 8), title='')

Plot the sufficient summary.

Parameters

• inputs (numpy.ndarray) – array n_samples-by-n_params containing the points in the full input space.

• outputs (numpy.ndarray) – array n_samples-by-1 containing the corresponding function evaluations.

• filename (str) – if specified, the plot is saved at filename.

• figsize (tuple(int,int)) – tuple in inches defining the figure size. Defaults to (10, 8).

• title (str) – title of the plot.

Raises

ValueError, TypeError

Warning

self.fit has to be called in advance.

Plot only available for partitions up to dimension 2.