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Functions916 in github.com/davidstutz/confidence-calibrated-adversarial-training

⨍ Functions 916◇ Types & classes 159
MethodtestMLP
(self)
tests/test_models.py:45
MethodtestMLP
(self)
tests/test_state.py:161
MethodtestModelOnly
(self)
tests/test_state.py:41
MethodtestModelOptimizer
(self)
tests/test_state.py:58
MethodtestModelOptimizerScheduler
(self)
tests/test_state.py:73
MethodtestModelOptimizerSchedulerEpoch
(self)
tests/test_state.py:90
MethodtestModels
(self)
tests/test_state.py:16
MethodtestNormalTraining
(self)
tests/test_tensorboard.py:34
MethodtestNormalTraining
(self)
tests/test_train.py:33
MethodtestNormalTrainingAugmentation
(self)
tests/test_train.py:92
MethodtestNumpy
(self)
tests/test_datasets.py:32
MethodtestOneHot
(self)
tests/test_numpy.py:12
MethodtestPowerTransition
(self)
tests/test_transitions.py:18
MethodtestProjectBall
(self)
tests/test_numpy.py:69
MethodtestProjectBall
(self)
tests/test_torch.py:13
MethodtestRandomInitializations
(self)
tests/test_initializations.py:21
MethodtestReferenceAdversarialTraining
(self)
tests/test_train.py:113
MethodtestResNet
(self)
tests/test_models.py:86
MethodtestResNet
(self)
tests/test_train_models.py:48
MethodtestResNet
(self)
tests/test_train_models.py:69
MethodtestResNet
(self)
tests/test_train_models.py:90
MethodtestResNet
(self)
tests/test_state.py:218
MethodtestResizeLarger
(self)
tests/test_datasets.py:66
MethodtestResizeSmaller
(self)
tests/test_datasets.py:58
MethodtestShuffled
(self)
tests/test_dataloader.py:58
MethodtestStrings
(self)
tests/test_datasets.py:24
MethodtestSummaryReader
(self)
tests/test_summary.py:15
MethodtestTargets
(self)
tests/test_datasets.py:40
MethodtestTest
(self)
tests/test_test.py:29
MethodtestUniformBall
(self)
tests/test_numpy.py:45
MethodtestUniformNorm
(self)
tests/test_numpy.py:25
MethodtestUniformSphere
(self)
tests/test_numpy.py:57
MethodtestUnshuffled
(self)
tests/test_dataloader.py:21
MethodtestWideResNet
(self)
tests/test_models.py:112
MethodtestWideResNet
(self)
tests/test_train_models.py:53
MethodtestWideResNet
(self)
tests/test_train_models.py:74
MethodtestWideResNet
(self)
tests/test_train_models.py:95
MethodtestZeroInitialization
(self)
tests/test_initializations.py:65
MethodtestZip
(self)
tests/test_dataloader.py:89
Methodtest_error_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:607
Methodtest_error_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:776
Methodtest_error_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:402
Methodtest_error_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:550
Methodtest_error_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:617
Methodtest_error_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:786
Methodtest_error_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:412
Methodtest_error_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:560
Methodtest_error_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:637
Methodtest_error_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:806
Methodtest_error_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:432
Methodtest_error_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:580
Methodtest_error_at_99tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:627
Methodtest_error_at_99tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:570
Methodtest_error_curve
Test error for different confidence threshold. :return: test errors and confidences :rtype: numpy.ndarray, numpy.ndarray
common/eval/corrupted_evaluation.py:282
Methodtest_error_curve
Test error for different confidence threshold. :return: test errors and confidences :rtype: numpy.ndarray, numpy.ndarray
common/eval/adversarial_evaluation.py:367
Methodtest_error_curve
Test error for different confidence threshold. :return: test errors and confidences :rtype: numpy.ndarray, numpy.ndarray
common/eval/clean_evaluation.py:185
Methodtest_error_curve
Test error for different confidence threshold. :return: test errors and confidences :rtype: numpy.ndarray, numpy.ndarray
common/eval/distal_evaluation.py:261
Functiontile
Numpy-like tiling in torch. https://discuss.pytorch.org/t/how-to-tile-a-tensor/13853/2 :param a: tensor :type a: torch.Tensor or tor
common/torch.py:412
Methodtnr_at_95tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:487
Methodtnr_at_95tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:696
Methodtnr_at_95tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:510
Methodtnr_at_98tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:497
Methodtnr_at_98tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:706
Methodtnr_at_98tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:520
Methodtnr_at_995tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:517
Methodtnr_at_995tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:726
Methodtnr_at_995tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:540
Methodtnr_at_99tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:507
Methodtnr_at_99tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:716
Methodtnr_at_99tpr
TNR at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:530
Functionto_dict
Get dict recursively from object. https://stackoverflow.com/questions/1036409/recursively-convert-python-object-graph-to-dictionary :par
common/summary.py:9
Methodtpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:447
Methodtpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:616
Methodtpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:282
Methodtpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:390
Methodtpr_at_98tpr
TPR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:457
Methodtpr_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:626
Methodtpr_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:292
Methodtpr_at_98tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:400
Methodtpr_at_995tpr
TPR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:477
Methodtpr_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:646
Methodtpr_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:312
Methodtpr_at_995tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:420
Methodtpr_at_99tpr
TPR at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:467
Methodtpr_at_99tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:636
Methodtpr_at_99tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:302
Methodtpr_at_99tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:410
Methodtrain
Training step. :param epoch: epoch :type epoch: int
common/train/adversarial_training.py:82
Methodtrain
Training step. :param epoch: epoch :type epoch: int
common/train/confidence_calibrated_adversarial_training.py:66
Methodtrain
Training step. :param epoch: epoch :type epoch: int
common/train/normal_training.py:98
Methodtrainer
Trainer.
common/experiments.py:355
Methodtrainer
Trainer.
common/experiments.py:380
Functiontruncated_normal
Sample from truncated normal. See https://stackoverflow.com/questions/18441779/how-to-specify-upper-and-lower-limits-when-using-numpy-random
common/numpy.py:172
Functionuniform_ball
Sample vectors uniformly in the n-ball. See Harman et al., On decompositional algorithms for uniform sampling from n-spheres and n-balls.
common/numpy.py:120
Functionuniform_norm
Sample vectors uniformly by norm and direction separately. :param batch_size: how many vectors to sample :type batch_size: int :para
common/numpy.py:95
Functionuniform_sphere
Sample vectors uniformly on the n-sphere. See Harman et al., On decompositional algorithms for uniform sampling from n-spheres and n-balls.
common/numpy.py:147
Methodvalidation_tpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/corrupted_evaluation.py:527
Methodvalidation_tpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/adversarial_evaluation.py:656
Methodvalidation_tpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/clean_evaluation.py:322
Methodvalidation_tpr_at_95tpr
Test error at 95%TPR. :return: robust test error :rtype: float
common/eval/distal_evaluation.py:430
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