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networkx to draw a neural network graph

Halit Vural answered on June 21, 2023 Popularity 7/10 Helpfulness 7/10

answer networkx to draw a neural network graph

networkx to draw a neural network graph

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import networkx as nx
import matplotlib.pyplot as plt

# Create an empty graph
G = nx.Graph()

# Define the number of nodes in each layer
input_nodes = 3
hidden_nodes = 4

# Add nodes to the graph
for i in range(input_nodes):
    G.add_node("Input {}".format(i+1))

for i in range(hidden_nodes):
    G.add_node("Hidden {}".format(i+1))

# Add edges between nodes
for i in range(input_nodes):
    for j in range(hidden_nodes):
        G.add_edge("Input {}".format(i+1), "Hidden {}".format(j+1))

# Position nodes in the graph
pos = nx.spring_layout(G)

# Draw the graph
nx.draw(G, pos, with_labels=True, node_size=800, node_color='lightblue', font_size=10, font_weight='bold', edge_color='gray')

# Display the graph
plt.title("Neural Network Graph")
plt.axis('off')
plt.show()

Popularity 7/10 Helpfulness 7/10 Language python

Source: chat.openai.com

Tags: draw graph networkx neural-network python

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Contributed on Jun 21 2023

Halit Vural

0 Answers Avg Quality 2/10

networkx to draw a neural network graph

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