@classmethod
def from_dict(cls, d):
    """
        Create an object instance from a saved dictionary representation.
        
        Parameters
        ----------
        d : dict
        
        Returns
        -------
        BinaryLogitStep
        
        """
    obj = cls(tables=d['tables'], model_expression=d['model_expression'],
        filters=d['filters'], out_tables=d['out_tables'], out_column=d[
        'out_column'], out_filters=d['out_filters'], out_value_true=d[
        'out_value_true'], out_value_false=d['out_value_false'], name=d[
        'name'], tags=d['tags'])
    obj.summary_table = d['summary_table']
    obj.fitted_parameters = d['fitted_parameters']
    return obj
