def METHOD_NAME(self, X):
    '''Transform data by FDA
    Parameters
    ----------
    X : array-like, shape [n_samples]
        Data to be transformed. Each example is a d-by-* feature matrix
    Returns
    -------
    X_new : array, shape (n_samples)
    '''
    return [self.components_.dot(xi) for xi in X]