def METHOD_NAME(self, X):
    """
    Fit the model with X and apply the dimensionality reduction on X.
    Parameters
    ----------
    X : dask cuDF
    Returns
    -------
    X_new : dask cuDF
    """
    return self.fit(X).transform(X)