dpc.py 文件源码

def assign(self, min_density, min_delta, border_only=False):
        self.min_density = min_density
        self.min_delta = min_delta
        self.border_only = border_only
        if self.autoplot:
            self.draw_decision_graph(self.min_density, self.min_delta)
        self._get_cluster_indices()
        self.membership = _core.get_membership(self.clusters, self.order, self.neighbour)
        self.border_density, self.border_member = _core.get_border(
            self.kernel_size, self.distances, self.density, self.membership, self.nclusters)
        self.halo_idx, self.core_idx = _core.get_halo(
            self.density, self.membership,
            self.border_density, self.border_member.astype(_np.intc), border_only=border_only)