def fit(self, Z):
self.fit_transform(Z)<EOL>return self<EOL>
Fit LSI model on training data X.

        Parameters
        ----------
        X : {array-like, sparse matrix}, shape (n_samples, n_features)
            Training data.

        Returns
        -------
        self : object
            Returns the transformer object.