Using scikit Learn - Neural network to produce ROC Curves
You could use sklearn.metrics.roc_curve. 

Besides, Here is an example of what you want to do.

from sklearn.metrics import roc_curve, auc
fpr2, tpr2, threshold = roc_curve(y_test, clf.predict_proba(X_test)[:,1])