file 1	file 2	# same commits	# commits file 1	# commits file 2
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	9	11	18
tensorflow_privacy/privacy/dp_query/no_privacy_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	8	13	16
tensorflow_privacy/version.py	setup.py	8	12	26
tensorflow_privacy/privacy/dp_query/nested_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	7	16	17
tensorflow_privacy/privacy/dp_query/no_privacy_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	7	13	17
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	7	17	17
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	7	17	16
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	7	17	13
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	7	13	18
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	7	13	11
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	7	23	18
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	6	13	17
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	6	13	16
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	6	13	13
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	6	23	11
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	6	23	13
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/__init__.py	6	20	34
tensorflow_privacy/privacy/dp_query/gaussian_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	17	14
tensorflow_privacy/privacy/dp_query/nested_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	16	14
tensorflow_privacy/privacy/dp_query/no_privacy_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	13	14
tensorflow_privacy/privacy/dp_query/normalized_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	11	14
tensorflow_privacy/privacy/dp_query/normalized_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	5	11	17
tensorflow_privacy/privacy/dp_query/normalized_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	5	11	16
tensorflow_privacy/privacy/dp_query/normalized_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	5	11	13
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	17	14
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	5	17	11
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	5	13	14
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	5	13	11
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	5	13	17
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tensorflow_privacy/__init__.py	5	7	34
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	5	8	7
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	5	10	22
tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	5	8	8
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	5	6	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	4	4	4
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	4	22	17
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	4	22	16
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	4	22	13
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	4	22	17
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	4	6	22
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	4	5	7
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/__init__.py	4	8	34
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	4	4	4
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/nested_query.py	4	23	16
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	4	23	13
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	4	23	13
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/dp_query.py	4	23	14
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	tensorflow_privacy/__init__.py	4	8	34
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	4	8	7
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	4	8	8
tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	tensorflow_privacy/__init__.py	4	8	34
tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	4	8	7
tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	4	8	8
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	4	5	17
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	4	5	16
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	4	5	13
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	4	5	17
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	4	6	17
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	4	6	16
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	4	6	13
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	4	6	17
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	3	22	13
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	4	4
tutorials/mnist_lr_tutorial.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	3	8	11
tutorials/walkthrough/mnist_scratch.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	3	5	11
tutorials/walkthrough/mnist_scratch.py	tutorials/mnist_lr_tutorial.py	3	5	8
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	5	4
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	3	34	17
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	3	34	17
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	3	34	13
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	3	34	4
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	3	34	22
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	3	6	17
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	3	6	16
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	3	6	13
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	3	6	17
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	3	3	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/__init__.py	3	18	34
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/nested_query.py	3	18	16
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	3	18	13
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	3	18	13
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/dp_query.py	3	18	14
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	7	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	7	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	7	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	7	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	3	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	3	5	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	5	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	5	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	3	5	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	5	5
tensorflow_privacy/privacy/bolt_on/losses.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	3	8	18
tensorflow_privacy/privacy/bolt_on/optimizers.py	tensorflow_privacy/privacy/bolt_on/losses.py	3	6	8
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	3	10	18
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/bolt_on/losses.py	3	11	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/keras_models/dp_keras_model.py	3	11	10
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/bolt_on/losses.py	3	13	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/keras_models/dp_keras_model.py	3	13	10
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	4	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	4	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	3	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	3	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	3	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	3	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	3	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	4	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	3	4	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	3	4	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	3	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	3	4	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	3	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	3	4	5
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	3	20	18
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/bolt_on/losses.py	3	20	8
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	3	20	11
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	3	20	13
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	3	3	5
tensorflow_privacy/privacy/estimators/dnn.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	3	5	18
tensorflow_privacy/privacy/estimators/dnn.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	3	5	11
tensorflow_privacy/privacy/estimators/dnn.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	3	5	13
tensorflow_privacy/privacy/estimators/v1/dnn.py	tensorflow_privacy/privacy/estimators/dnn.py	3	4	5
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/estimators/dnn.py	3	23	5
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	3	23	17
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	3	23	11
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	3	23	17
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/__init__.py	3	23	34
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/dp_query/dp_query.py	3	20	14
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/optimizers/dp_optimizer.py	3	20	23
tensorflow_privacy/v1/__init__.py	tensorflow_privacy/__init__.py	3	3	34
tensorflow_privacy/v1/__init__.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	3	3	7
tensorflow_privacy/v1/__init__.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	3	3	8
tensorflow_privacy/v1/__init__.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	3	3	8
tensorflow_privacy/v1/__init__.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	3	3	8
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	3	29	47
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	3	5	22
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	3	5	6
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	3	6	22
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	3	6	6
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/__init__.py	3	6	34
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	5	14
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	2	5	17
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	5	16
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	5	13
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	5	11
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	2	5	17
tensorflow_privacy/privacy/dp_query/restart_query.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	5	13
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	4	14
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	2	4	17
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	4	16
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	4	13
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	4	11
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	2	4	17
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	4	13
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	22	14
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	22	11
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/dp_query/restart_query.py	2	22	5
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	12	14
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	2	12	17
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	12	16
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	12	13
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	12	11
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	2	12	17
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	12	13
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	11	4
tutorials/mnist_dpsgd_tutorial_vectorized.py	tutorials/lm_dpsgd_tutorial.py	2	11	12
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	8	4
tutorials/mnist_lr_tutorial.py	tutorials/lm_dpsgd_tutorial.py	2	8	12
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	5	4
tutorials/walkthrough/mnist_scratch.py	tutorials/lm_dpsgd_tutorial.py	2	5	12
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	34	14
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	34	16
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	34	13
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	34	11
tensorflow_privacy/__init__.py	tutorials/lm_dpsgd_tutorial.py	2	34	12
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/__init__.py	2	6	34
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	2	18	6
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	2	18	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	2	18	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	18	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tutorials/mnist_lr_tutorial.py	2	18	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tutorials/walkthrough/mnist_scratch.py	2	18	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	2	18	17
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	18	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	2	18	17
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	2	7	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	2	7	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	7	18
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	3	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	3	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	2	5	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	2	5	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	5	18
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	5	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	5	5
tensorflow_privacy/privacy/bolt_on/models.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	6	11
tensorflow_privacy/privacy/bolt_on/models.py	tutorials/mnist_lr_tutorial.py	2	6	8
tensorflow_privacy/privacy/bolt_on/models.py	tutorials/walkthrough/mnist_scratch.py	2	6	5
tensorflow_privacy/privacy/bolt_on/models.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	6	18
tensorflow_privacy/privacy/bolt_on/losses.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	8	11
tensorflow_privacy/privacy/bolt_on/losses.py	tutorials/mnist_lr_tutorial.py	2	8	8
tensorflow_privacy/privacy/bolt_on/losses.py	tutorials/walkthrough/mnist_scratch.py	2	8	5
tensorflow_privacy/privacy/bolt_on/losses.py	tensorflow_privacy/privacy/bolt_on/models.py	2	8	6
tensorflow_privacy/privacy/bolt_on/losses.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	8	16
tensorflow_privacy/privacy/bolt_on/losses.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	8	13
tensorflow_privacy/privacy/bolt_on/losses.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	8	13
tensorflow_privacy/privacy/bolt_on/optimizers.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	6	11
tensorflow_privacy/privacy/bolt_on/optimizers.py	tutorials/mnist_lr_tutorial.py	2	6	8
tensorflow_privacy/privacy/bolt_on/optimizers.py	tutorials/walkthrough/mnist_scratch.py	2	6	5
tensorflow_privacy/privacy/bolt_on/optimizers.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	6	18
tensorflow_privacy/privacy/bolt_on/optimizers.py	tensorflow_privacy/privacy/bolt_on/models.py	2	6	6
tensorflow_privacy/privacy/logistic_regression/datasets.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	2	3	3
tensorflow_privacy/privacy/logistic_regression/datasets.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	2	3	3
tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	2	3	3
tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	2	3	4
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	7	4
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	7	4
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	7	4
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	7	5
g3doc/build_docs.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	7	18
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	7	7
g3doc/build_docs.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	7	5
g3doc/build_docs.py	tensorflow_privacy/__init__.py	2	7	34
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	7	11
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tutorials/mnist_lr_tutorial.py	2	7	8
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tutorials/walkthrough/mnist_scratch.py	2	7	5
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	7	18
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tensorflow_privacy/privacy/bolt_on/models.py	2	7	6
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	7	8
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	7	6
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	g3doc/build_docs.py	2	7	7
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	8	11
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tutorials/mnist_lr_tutorial.py	2	8	8
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tutorials/walkthrough/mnist_scratch.py	2	8	5
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	8	18
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/bolt_on/models.py	2	8	6
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	8	8
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	8	6
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	7	11
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tutorials/mnist_lr_tutorial.py	2	7	8
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tutorials/walkthrough/mnist_scratch.py	2	7	5
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	7	18
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/bolt_on/models.py	2	7	6
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	7	8
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	7	6
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	2	7	7
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	2	7	8
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/__init__.py	2	10	34
tensorflow_privacy/privacy/estimators/v1/head.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	3	11
tensorflow_privacy/privacy/estimators/v1/head.py	tutorials/mnist_lr_tutorial.py	2	3	8
tensorflow_privacy/privacy/estimators/v1/head.py	tutorials/walkthrough/mnist_scratch.py	2	3	5
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	3	18
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/bolt_on/models.py	2	3	6
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	3	8
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	3	6
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	2	3	7
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	2	3	8
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/analysis/tensor_buffer.py	2	3	7
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	10	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	11	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tutorials/mnist_lr_tutorial.py	2	11	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tutorials/walkthrough/mnist_scratch.py	2	11	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/bolt_on/models.py	2	11	6
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	11	6
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	g3doc/build_docs.py	2	11	7
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	2	11	7
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	2	11	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/analysis/tensor_buffer.py	2	11	7
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/estimators/v1/head.py	2	11	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	11	16
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	11	13
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	11	13
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	11	14
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/__init__.py	2	11	34
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	13	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tutorials/mnist_lr_tutorial.py	2	13	8
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tutorials/walkthrough/mnist_scratch.py	2	13	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/bolt_on/models.py	2	13	6
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tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	13	14
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/__init__.py	2	13	34
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	g3doc/build_docs.py	2	4	7
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	g3doc/build_docs.py	2	3	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	3	3
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	3	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	g3doc/build_docs.py	2	4	7
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	2	4	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	g3doc/build_docs.py	2	4	7
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	4	3
tutorials/bolton_tutorial.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	20	11
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tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/bolt_on/models.py	2	20	6
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tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/analysis/tensor_buffer.py	2	20	7
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tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/keras_models/dp_keras_model.py	2	20	10
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/dp_query/nested_query.py	2	20	16
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	20	13
tutorials/bolton_tutorial.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	20	13
tutorials/mnist_dpsgd_tutorial.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	2	34	11
tutorials/mnist_dpsgd_tutorial.py	tutorials/mnist_lr_tutorial.py	2	34	8
tutorials/mnist_dpsgd_tutorial.py	tutorials/walkthrough/mnist_scratch.py	2	34	5
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	34	18
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/bolt_on/models.py	2	34	6
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/bolt_on/losses.py	2	34	8
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	2	34	6
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	2	34	7
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tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/analysis/tensor_buffer.py	2	34	7
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/estimators/v1/head.py	2	34	3
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	2	34	11
tutorials/mnist_dpsgd_tutorial.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	2	34	13
tutorials/mnist_dpsgd_tutorial.py	tutorials/bolton_tutorial.py	2	34	20
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tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/keras_models/dp_keras_model.py	2	23	10
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tutorials/bolton_tutorial.py	2	23	20
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/estimators/binary_class_head.py	2	23	3
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/estimators/multi_class_head.py	2	23	3
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/estimators/multi_label_head.py	2	23	3
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tensorflow_privacy/privacy/estimators/v1/dnn.py	2	23	4
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	tutorials/lm_dpsgd_tutorial.py	2	23	12
tensorflow_privacy/privacy/estimators/v1/__init__.py	tensorflow_privacy/privacy/estimators/__init__.py	2	2	2
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tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	2	20	13
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	20	11
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	2	20	17
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	20	13
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	2	20	4
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tutorials/lm_dpsgd_tutorial.py	2	20	12
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	2	20	18
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	2	20	11
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	2	20	13
tensorflow_privacy/privacy/analysis/rdp_accountant.py	tensorflow_privacy/privacy/estimators/dnn.py	2	20	5
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	47	5
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	47	7
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	47	3
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	47	5
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	47	5
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	47	3
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	47	4
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	47	3
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	8	7
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	8	47
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	8	7
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	8	47
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	8	8
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	29	5
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	29	7
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	29	3
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	29	5
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	29	5
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	29	3
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	29	4
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	29	3
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	29	8
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	2	29	8
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	17	5
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	17	7
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	17	3
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	17	5
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	17	5
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	17	3
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	17	4
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	17	3
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	17	47
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	17	8
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	2	17	8
tensorflow_privacy/privacy/membership_inference_attack/models.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	2	17	29
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	4	5
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	4	7
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	4	3
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	4	5
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	4	5
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	4	3
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	4	4
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	4	3
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	4	47
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	4	8
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	2	4	8
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	2	4	29
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	tensorflow_privacy/privacy/membership_inference_attack/models.py	2	4	17
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	12	5
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	12	7
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	12	3
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	12	5
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	12	5
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	12	4
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tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	12	3
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tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	2	12	29
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/membership_inference_attack/models.py	2	12	17
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	tensorflow_privacy/privacy/membership_inference_attack/plotting.py	2	12	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	10	4
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tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	10	3
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	10	5
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	10	5
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tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	10	3
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	10	3
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	10	47
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	10	8
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	2	10	8
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	2	10	29
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/models.py	2	10	17
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/plotting.py	2	10	4
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	2	10	12
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	2	8	7
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	2	8	5
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	2	8	3
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	2	8	47
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	2	8	8
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	2	8	8
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	2	8	29
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/models.py	2	8	17
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/plotting.py	2	8	4
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	2	8	12
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	2	8	10
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	5	14
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	5	11
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	5	13
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/privacy/optimizers/dp_optimizer.py	2	5	23
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	tensorflow_privacy/__init__.py	2	5	34
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	2	6	14
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	2	6	11
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	2	6	13
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	tensorflow_privacy/privacy/optimizers/dp_optimizer.py	2	6	23
tensorflow_privacy/privacy/analysis/privacy_accountant.py	tensorflow_privacy/privacy/analysis/dp_event.py	2	3	6
g3doc/guide/_toc.yaml	g3doc/guide/_index.yaml	2	2	5
g3doc/tutorials/_toc.yaml	g3doc/guide/_index.yaml	2	2	5
g3doc/tutorials/_toc.yaml	g3doc/guide/_toc.yaml	2	2	2
tutorials/mnist_dpsgd_tutorial_common.py	tensorflow_privacy/privacy/dp_query/restart_query.py	1	4	5
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	4	14
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	4	17
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	4	16
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	4	13
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	4	11
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	4	17
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	4	13
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	tutorials/mnist_dpsgd_tutorial_common.py	1	4	4
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	22	4
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	12	4
tutorials/lm_dpsgd_tutorial.py	tutorials/mnist_dpsgd_tutorial_common.py	1	12	4
tutorials/lm_dpsgd_tutorial.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	12	4
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	11	4
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	11	4
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	11	14
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	11	17
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	11	16
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	11	13
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	11	11
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	11	17
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	11	13
tutorials/mnist_dpsgd_tutorial_vectorized.py	tutorials/mnist_dpsgd_tutorial_common.py	1	11	4
tutorials/mnist_dpsgd_tutorial_vectorized.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	11	4
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	8	4
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	8	4
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	8	14
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	8	17
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	8	16
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	8	13
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	8	11
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	8	17
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	8	13
tutorials/mnist_lr_tutorial.py	tutorials/mnist_dpsgd_tutorial_common.py	1	8	4
tutorials/mnist_lr_tutorial.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	8	4
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	5	4
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	5	4
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	5	14
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	5	17
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	5	16
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	5	13
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	5	11
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	5	17
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	5	13
tutorials/walkthrough/mnist_scratch.py	tutorials/mnist_dpsgd_tutorial_common.py	1	5	4
tutorials/walkthrough/mnist_scratch.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	5	4
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	4	4
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	4	4
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	4	4
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	4	11
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tutorials/mnist_lr_tutorial.py	1	4	8
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	tutorials/walkthrough/mnist_scratch.py	1	4	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	5	11
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tutorials/mnist_lr_tutorial.py	1	5	8
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tutorials/walkthrough/mnist_scratch.py	1	5	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	5	4
tensorflow_privacy/__init__.py	tutorials/mnist_dpsgd_tutorial_common.py	1	34	4
tensorflow_privacy/__init__.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	34	11
tensorflow_privacy/__init__.py	tutorials/mnist_lr_tutorial.py	1	34	8
tensorflow_privacy/__init__.py	tutorials/walkthrough/mnist_scratch.py	1	34	5
tensorflow_privacy/__init__.py	tensorflow_privacy/privacy/dp_query/restart_query.py	1	34	5
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	6	14
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	6	11
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	6	13
tensorflow_privacy/privacy/dp_query/tree_range_query.py	tensorflow_privacy/privacy/dp_query/restart_query.py	1	6	5
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/__init__.py	1	3	34
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	1	3	6
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	3	11
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tutorials/mnist_lr_tutorial.py	1	3	8
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tutorials/walkthrough/mnist_scratch.py	1	3	5
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	3	5
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/__init__.py	1	3	34
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	1	3	6
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	3	11
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tutorials/mnist_lr_tutorial.py	1	3	8
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tutorials/walkthrough/mnist_scratch.py	1	3	5
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	3	4
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	3	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	18	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tutorials/mnist_dpsgd_tutorial_common.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	18	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tutorials/lm_dpsgd_tutorial.py	1	18	12
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/restart_query.py	1	18	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	1	18	22
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	1	7	6
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	7	11
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tutorials/walkthrough/mnist_scratch.py	1	7	5
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	7	4
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/__init__.py	1	3	34
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	1	3	6
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tensorflow_privacy/privacy/dp_query/tree_range_query.py	1	5	6
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	tutorials/mnist_lr_tutorial.py	1	5	8
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tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	g3doc/build_docs.py	1	8	7
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tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	8	17
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tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	tutorials/lm_dpsgd_tutorial.py	1	8	12
tensorflow_privacy/privacy/analysis/dp_event.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	6	4
tensorflow_privacy/privacy/analysis/dp_event.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	6	4
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tensorflow_privacy/privacy/analysis/dp_event.py	tutorials/mnist_lr_tutorial.py	1	6	8
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tensorflow_privacy/privacy/analysis/dp_event.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	6	3
tensorflow_privacy/privacy/analysis/dp_event.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	1	6	3
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tensorflow_privacy/privacy/analysis/dp_event.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	1	6	8
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tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	7	17
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tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	7	17
tensorflow_privacy/privacy/analysis/tensor_buffer.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	7	13
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tensorflow_privacy/privacy/analysis/tensor_buffer.py	tutorials/lm_dpsgd_tutorial.py	1	7	12
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tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	10	11
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tutorials/mnist_lr_tutorial.py	1	10	8
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tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/bolt_on/optimizers.py	1	10	6
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	10	3
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tensorflow_privacy/privacy/dp_query/tree_aggregation.py	g3doc/build_docs.py	1	10	7
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tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	1	10	8
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/analysis/dp_event.py	1	10	6
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/analysis/tensor_buffer.py	1	10	7
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/restart_query.py	1	10	5
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	10	14
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	10	17
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	10	16
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	10	13
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	10	11
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	10	17
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	10	13
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	3	5
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	1	3	3
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	1	3	3
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	1	3	7
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	1	3	5
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	3	3
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	1	3	3
tensorflow_privacy/privacy/estimators/v1/head.py	g3doc/build_docs.py	1	3	7
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/analysis/dp_event.py	1	3	6
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/tree_aggregation.py	1	3	10
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	3	14
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	3	17
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	3	16
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	3	13
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	3	11
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	3	17
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	1	3	13
tensorflow_privacy/privacy/estimators/v1/head.py	tutorials/mnist_dpsgd_tutorial_common.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	3	4
tensorflow_privacy/privacy/estimators/v1/head.py	tutorials/lm_dpsgd_tutorial.py	1	3	12
tensorflow_privacy/privacy/estimators/v1/head.py	tensorflow_privacy/__init__.py	1	3	34
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	10	4
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	10	4
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tutorials/mnist_dpsgd_tutorial_vectorized.py	1	10	11
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tutorials/mnist_lr_tutorial.py	1	10	8
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tutorials/walkthrough/mnist_scratch.py	1	10	5
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	10	5
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	1	10	3
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	1	10	3
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	1	10	5
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/bolt_on/models.py	1	10	6
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	10	3
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	1	10	3
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	g3doc/build_docs.py	1	10	7
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	1	10	7
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	1	10	8
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/analysis/dp_event.py	1	10	6
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/dp_query/tree_aggregation.py	1	10	10
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/estimators/v1/head.py	1	10	3
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/dp_query/nested_query.py	1	10	16
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/dp_query/no_privacy_query.py	1	10	13
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tensorflow_privacy/privacy/keras_models/dp_keras_model.py	tensorflow_privacy/privacy/dp_query/dp_query.py	1	10	14
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	11	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	1	11	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	1	11	3
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tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	1	11	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	11	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	1	11	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/analysis/dp_event.py	1	11	6
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/tree_aggregation.py	1	11	10
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	11	17
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	11	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	11	17
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tutorials/mnist_dpsgd_tutorial_common.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	11	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	tutorials/lm_dpsgd_tutorial.py	1	11	12
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	13	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	1	13	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	1	13	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	1	13	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	1	13	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	1	13	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	1	13	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	1	13	7
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	1	13	5
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/logistic_regression/datasets.py	1	13	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	1	13	3
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/analysis/dp_event.py	1	13	6
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/dp_query/tree_aggregation.py	1	13	10
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/dp_query/gaussian_query.py	1	13	17
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/dp_query/normalized_query.py	1	13	11
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	1	13	17
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tutorials/mnist_dpsgd_tutorial_common.py	1	13	4
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	1	13	4
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tensorflow_privacy/version.py	tensorflow_privacy/__init__.py	1	12	34
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tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	1	2	4
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tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	1	2	5
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	1	2	5
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tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	1	2	4
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tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	1	2	3
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tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	1	2	8
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	1	2	29
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/models.py	1	2	17
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/plotting.py	1	2	4
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	1	2	12
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	1	1	12
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	1	1	10
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	1	1	8
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/__init__.py	tensorflow_privacy/privacy/membership_inference_attack/__init__.py	1	1	2