athena.subspaces.Subspaces.transform¶
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Subspaces.transform(inputs)[source]¶ Abstract method to map full variables to active and inactive variables.
Points in the original input space are mapped to the active and inactive subspace.
- Parameters
inputs (numpy.ndarray) – array n_samples-by-n_params containing the points in the original parameter space.
- Returns
array n_samples-by-active_dim containing the mapped active variables; array n_samples-by-inactive_dim containing the mapped inactive variables.
- Return type