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更新 neuron activation distribution.py

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liwenyun 2025-01-03 11:04:34 +08:00
parent 1dc22a9747
commit 57f99677c4
1 changed files with 15 additions and 0 deletions
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neuron activation distribution.py
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@ -55,3 +55,18 @@ plt.show()
# plt.xlabel("Activation Value") # plt.xlabel("Activation Value")
# plt.ylabel("Density") # plt.ylabel("Density")
# plt.show() # plt.show()
# from sklearn.preprocessing import StandardScaler
# # Normalize activation values to z-score
# scaler = StandardScaler()
# normalized_data = scaler.fit_transform(flattened_data.reshape(-1, 1)).flatten()
# # Plot the normalized activation distribution
# sns.histplot(normalized_data, bins=50, kde=True, stat='density')
# plt.title("Neuron Activation Distribution (Normalized Features)")
# plt.xlabel("Normalized Activation Value (Z-Score)")
# plt.ylabel("Density")
# plt.show()