def get_installed_pypackages():
    return {p.project_name.lower(): p for p in pkg_resources.working_set}
def notify(self, means, covariances, clusters):
        """!
        @brief This method is used by the algorithm to notify observer about changes where the algorithm
                should provide new values: means, covariances and allocated clusters.