incerto.shift.plot_feature_histograms

incerto.shift.plot_feature_histograms#

incerto.shift.plot_feature_histograms(ref, test, feature_ids=None, bins=30, show=True)[source]#

Overlay 1-D histograms for a handful of features.

Parameters:

  • ref (Tensor) – Reference distribution samples of shape (n, d)

  • test (Tensor) – Test distribution samples of shape (m, d)

  • feature_ids (Optional[Iterable[int]]) – Which feature indices to plot (default: first 5)

  • bins (int) – Number of histogram bins

  • show (bool) – Whether to call plt.show() (default: True)

Return type:

Figure

Returns:

The matplotlib Figure object for further customization

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