(self, X, y)
Trains the model on the provided data.

        Parameters
        ----------
        X: np.ndarray (N, D)
            Input data points. The dimensionality of X is (N, D),
            with N as the number of points and D is the number of input dimensions.
        y: np.ndarray (N,)
            The corresponding target values of the input data points.
Trains the model on the provided data.
Trains the model on the provided data .
def train(self, X, y):
        """
        Trains the model on the provided data.

        Parameters
        ----------
        X: np.ndarray (N, D)
            Input data points. The dimensionality of X is (N, D),
            with N as the number of points and D is the number of input dimensions.
        y: np.ndarray (N,)
            The corresponding target values of the input data points.
        """
        pass
def train ( self , X , y ) : pass