66c20cc2157d7f18530c742ce6d71685f8699020,tests/classifiers/test_keras_tf.py,TestKerasClassifierTF,setUpClass,#Any#,58
Before Change
@classmethod
def setUpClass(cls):
(x_train, y_train), (x_test, y_test), _, _ = load_dataset("mnist")
cls.x_train = x_train[:NB_TRAIN]
cls.y_train = y_train[:NB_TRAIN]
cls.x_test = x_test[:NB_TEST]
After Change
@classmethod
def setUpClass(cls):
super().setUpClass()
// Load small Keras model
cls.functional_model = cls.functional_model()
cls.functional_model.fit([cls.x_train_mnist, cls.x_train_mnist], [cls.y_train_mnist, cls.y_train_mnist],
In pattern: SUPERPATTERN
Frequency: 20
Non-data size: 4
Instances
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_keras_tf.py
Class Name: TestKerasClassifierTF
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 9e35d1e5ebdf1c379b6c84c642fa164a9fa22d9a
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_hclu.py
Class Name: TestHCLU
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTensorFlowClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_xgboost.py
Class Name: TestXGBoostClassifierBoosterSoftprob
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 67c6996fef4d18a4b271a2f02494663b07c35fb6
Time: 2020-02-26
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_input_filter.py
Class Name: TestInputFilter
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: c7585e649aca88cf9e21eb754469630748bb1cfc
Time: 2020-01-27
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_knockoff_nets.py
Class Name: TestKnockoffNetsVectors
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_GPy.py
Class Name: TestGPyGaussianProcessClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_keras.py
Class Name: TestKerasClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 9e35d1e5ebdf1c379b6c84c642fa164a9fa22d9a
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_functionally_equivalent_extraction.py
Class Name: TestFastGradientMethodImages
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_ensemble.py
Class Name: TestEnsembleClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 9e35d1e5ebdf1c379b6c84c642fa164a9fa22d9a
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_newtonfool.py
Class Name: TestNewtonFool
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_lightgbm.py
Class Name: TestLightGBMClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: c7585e649aca88cf9e21eb754469630748bb1cfc
Time: 2020-01-27
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_knockoff_nets.py
Class Name: TestKnockoffNets
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_xgboost.py
Class Name: TestXGBoostClassifierBoosterSoftmax
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_detector_classifier.py
Class Name: TestDetectorClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 9e35d1e5ebdf1c379b6c84c642fa164a9fa22d9a
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_copycat_cnn.py
Class Name: TestCopycatCNN
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_blackbox.py
Class Name: TestBlackBoxClassifier
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 9e35d1e5ebdf1c379b6c84c642fa164a9fa22d9a
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/attacks/test_copycat_cnn.py
Class Name: TestCopycatCNNVectors
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_xgboost.py
Class Name: TestXGBoostClassifierPythonAPI
Method Name: setUpClass
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 66c20cc2157d7f18530c742ce6d71685f8699020
Time: 2020-01-16
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_pytorch.py
Class Name: TestPyTorchClassifier
Method Name: setUpClass