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Created Dec 12, 2020
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smt = SMOTE()
X_smote, y_smote = smt.fit_resample(X, y)
plt.figure(figsize=(12, 8))
plt.title('Repartition after SMOTE')
plt.scatter(X_smote[y_smote==1][:, 0], X_smote[y_smote==1][:, 1], label='class 1')
plt.scatter(X_smote[y_smote==0][:, 0], X_smote[y_smote==0][:, 1], label='class 0')
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