def predict_proba(self, probs: np.ndarray) -> np.ndarray:
        """
        Predict the scaled probabilities for each input.

        Parameters
        ----------
        probs: np.ndarray
            A one-dimensional probabilities of positive target variables for each input.
        Returns
        -------
        np.ndarray
            The predicted probabilities
        """
        self._check_probs(probs)
        return np.clip(probs / self._temperature, 0.0, 1.0)

        Predict the scaled probabilities for each input.

        Parameters
        ----------
        probs: np.ndarray
            A one-dimensional probabilities of positive target variables for each input.
        Returns
        -------
        np.ndarray
            The predicted probabilities
        
fortuna/calibration/binary_classification/temp_scaling/base.py