<｜begin▁of▁sentence｜>### Instruction:
As a plant breeder, one of your goals is to develop and improve plant varieties to enhance agricultural production. Similarly, in the field of network analysis, researchers use the karate club network to understand the dynamics of social structures. Now, imagine you are using the NetMF model as a tool to glean insights from the karate club network and obtain node embeddings. How would you leverage the NetMF model to achieve this goal?
### Response:
import networkx as nx
from karateclub import NetMF
import numpy as np

# Create a graph
G = nx.karate_club_graph()

# Initialize NetMF model with default parameters
model = NetMF()

# Fit the model
model.fit(G)

# Get the embedding
embedding = model.get_embedding()

print('Node Embedding:\n', embedding)
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