<｜begin▁of▁sentence｜>### Instruction:
As an environmental activist interested in understanding community dynamics, you may want to explore how to utilize the DANMF model from the CIKM ‘18 paper to analyze and identify community structures within a network. For instance, imagine you are part of a conservation project that involves monitoring the interactions between different species within a habitat. Using the DANMF model on the karate club graph, a widely used benchmark in social network analysis, could provide insights into the clustering of nodes and help identify distinct community structures within the network.
### Response:
import networkx as nx
from karateclub import DANMF

# Create a graph
G = nx.karate_club_graph()

# Initialize the DANMF model with default parameters
model = DANMF()

# Fit the model
model.fit(G)

# Get the embedding
embedding = model.get_embedding()
print('Embedding:', embedding)

# Get memberships
memberships = model.get_memberships()
print('Memberships:', memberships)
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