mne_icalabel.label_components

mne_icalabel.label_components(inst, ica, method)

Automatically label the ICA components with the selected method.

Parameters:

instRaw | Epochs

The data instance used to fit the ICA instance.

icaICA

The fitted ICA instance.

methodstr

The proposed method for labeling components. Must be one of: 'iclabel', 'megnet'.

Returns:

component_dictdict

A dictionary with the following fields:

• 'y_pred_proba'array of shape (n_components,)

  Estimated predicted probability of the output class for each independent component.

• 'labels'list of shape (n_components,)

  The corresponding string label of each class in 'y_pred'.

Notes

Please refer to the following function for additional information on each method:

• 'iclabel': iclabel_label_components()

• 'megnet': megnet_label_components()

Examples using mne_icalabel.label_components

Repairing artifacts with ICA automatically using ICLabel Model

Repairing artifacts with ICA automatically using ICLabel Model