Empties all internal storage containers

def reset(self):
        """
            Empties all internal storage containers
        """
        super(MorseComplex, self).reset()

        self.base_partitions = {}
        self.merge_sequence = {}

        self.persistences = []
        self.max_indices = []

        # State properties
        self.persistence = 0.