python-kerasHow do I plot a model using Python and Keras?

To plot a model using Python and Keras, the following steps can be taken:

1. Install the necessary packages, including matplotlib, Keras, and TensorFlow.
2. Load the model from the Keras library or create a custom model.
3. Compile the model with the appropriate parameters.
4. Fit the model to the data.
5. Generate a plot of the model by using the model's summary() method.
6. Use the plot_model() function from the Keras library to plot the model.
7. Show the plot by using the show() function from the matplotlib library.

Example code

from keras.utils import plot_model
import matplotlib.pyplot as plt

model = keras.Sequential()
model.add(...) # Create model
model.compile(...) # Compile model
model.fit(...) # Fit model

# Print model summary
print(model.summary())

# Plot model
plot_model(model, to_file='model.png')

# Show plot
plt.show()

Helpful links

• Keras Documentation: Plot Model
• Matplotlib Documentation: Show Plot

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