def _calibrate_from_flattened_activations(
        self,
        true_activations: np.ndarray,
        uncalibrated_activations: np.ndarray,
    ) -> None:
        """
        Determine parameters to map from the predicted activation space to the real neuron
        activation space, based on a calibration set.

        Take numpy arrays of all true activations and all uncalibrated activations on the
        calibration set over all sequences.
        """

        Determine parameters to map from the predicted activation space to the real neuron
        activation space, based on a calibration set.

        Take numpy arrays of all true activations and all uncalibrated activations on the
        calibration set over all sequences.
        
neuron_explainer/explanations/calibrated_simulator.py