

def __str__(self):
    incremental_str = (' - Can be incrementally updated.' if self.is_incremental else ' - Cannot be incrementally updated.')
    svd_str = (' - # SVD components:        {}'.format(self.n_components) if (self.n_components is not None) else ' - No SVD used.')
    _Q_sparse = ('scipy.sparse' if self.sparse else 'numpy.array')
    q_str = ' - Q is stored as {} with {} precision'.format(_Q_sparse, name_of_callable(self.dtype))
    mode_str = ('concatenated' if (self.mode == 'concatenation') else 'subtracted')
    str_out = 'Gaussian MRF Model \n - {}\n - The data of the vertexes of each edge are {}.\n{}\n - # variables (vertexes):  {}\n - # features per variable: {}\n - # features in total:     {}\n{}\n - # samples:               {}\n{}\n'.format(self.graph.__str__(), mode_str, q_str, self.graph.n_vertices, self.n_features_per_vertex, self.n_features, svd_str, self.n_samples, incremental_str)
    return str_out

dataset/ETHPy150Open menpo/menpo/menpo/model/gmrf.py GMRFVectorModel.__str__/original