Path	Lines of Code
tensorflow_privacy/privacy/__init__.py	1
tensorflow_privacy/privacy/analysis/__init__.py	1
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py	20
tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy_lib.py	26
tensorflow_privacy/privacy/analysis/compute_noise_from_budget.py	21
tensorflow_privacy/privacy/analysis/compute_noise_from_budget_lib.py	37
tensorflow_privacy/privacy/analysis/dp_event.py	33
tensorflow_privacy/privacy/analysis/dp_event_builder.py	39
tensorflow_privacy/privacy/analysis/gdp_accountant.py	26
tensorflow_privacy/privacy/analysis/privacy_accountant.py	33
tensorflow_privacy/privacy/analysis/rdp_accountant.py	258
tensorflow_privacy/privacy/analysis/rdp_privacy_accountant.py	310
tensorflow_privacy/privacy/analysis/tensor_buffer.py	72
tensorflow_privacy/privacy/analysis/tree_aggregation_accountant.py	136
tensorflow_privacy/privacy/bolt_on/__init__.py	15
tensorflow_privacy/privacy/bolt_on/losses.py	120
tensorflow_privacy/privacy/bolt_on/models.py	158
tensorflow_privacy/privacy/bolt_on/optimizers.py	186
tensorflow_privacy/privacy/dp_query/__init__.py	1
tensorflow_privacy/privacy/dp_query/discrete_gaussian_query.py	41
tensorflow_privacy/privacy/dp_query/discrete_gaussian_utils.py	51
tensorflow_privacy/privacy/dp_query/distributed_discrete_gaussian_query.py	49
tensorflow_privacy/privacy/dp_query/dp_query.py	46
tensorflow_privacy/privacy/dp_query/gaussian_query.py	40
tensorflow_privacy/privacy/dp_query/nested_query.py	55
tensorflow_privacy/privacy/dp_query/no_privacy_query.py	20
tensorflow_privacy/privacy/dp_query/normalized_query.py	30
tensorflow_privacy/privacy/dp_query/quantile_adaptive_clip_sum_query.py	70
tensorflow_privacy/privacy/dp_query/quantile_estimator_query.py	111
tensorflow_privacy/privacy/dp_query/restart_query.py	85
tensorflow_privacy/privacy/dp_query/tree_aggregation.py	224
tensorflow_privacy/privacy/dp_query/tree_aggregation_query.py	177
tensorflow_privacy/privacy/dp_query/tree_range_query.py	124
tensorflow_privacy/privacy/estimators/__init__.py	1
tensorflow_privacy/privacy/estimators/binary_class_head.py	114
tensorflow_privacy/privacy/estimators/dnn.py	45
tensorflow_privacy/privacy/estimators/head_utils.py	16
tensorflow_privacy/privacy/estimators/multi_class_head.py	113
tensorflow_privacy/privacy/estimators/multi_label_head.py	119
tensorflow_privacy/privacy/estimators/v1/__init__.py	1
tensorflow_privacy/privacy/estimators/v1/dnn.py	44
tensorflow_privacy/privacy/estimators/v1/head.py	314
tensorflow_privacy/privacy/keras_models/__init__.py	1
tensorflow_privacy/privacy/keras_models/dp_keras_model.py	58
tensorflow_privacy/privacy/logistic_regression/datasets.py	39
tensorflow_privacy/privacy/logistic_regression/multinomial_logistic.py	95
tensorflow_privacy/privacy/logistic_regression/single_layer_softmax.py	30
tensorflow_privacy/privacy/membership_inference_attack/__init__.py	7
tensorflow_privacy/privacy/membership_inference_attack/data_structures.py	1
tensorflow_privacy/privacy/membership_inference_attack/dataset_slicing.py	1
tensorflow_privacy/privacy/membership_inference_attack/keras_evaluation.py	1
tensorflow_privacy/privacy/membership_inference_attack/membership_inference_attack.py	1
tensorflow_privacy/privacy/membership_inference_attack/models.py	1
tensorflow_privacy/privacy/membership_inference_attack/plotting.py	1
tensorflow_privacy/privacy/membership_inference_attack/privacy_report.py	1
tensorflow_privacy/privacy/membership_inference_attack/seq2seq_mia.py	1
tensorflow_privacy/privacy/membership_inference_attack/tf_estimator_evaluation.py	1
tensorflow_privacy/privacy/optimizers/__init__.py	1
tensorflow_privacy/privacy/optimizers/dp_optimizer.py	184
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py	167
tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py	121
tensorflow_privacy/privacy/optimizers/dp_optimizer_vectorized.py	92
tensorflow_privacy/privacy/privacy_tests/__init__.py	1
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/__init__.py	1
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/codelabs/example.py	153
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py	487
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/dataset_slicing.py	92
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation.py	89
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/keras_evaluation_example.py	76
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/membership_inference_attack.py	196
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/models.py	105
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/plotting.py	39
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/privacy_report.py	79
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/seq2seq_mia.py	194
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation.py	107
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/tf_estimator_evaluation_example.py	104
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils.py	6
tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/utils_tensorboard.py	35
tensorflow_privacy/privacy/privacy_tests/secret_sharer/__init__.py	1
tensorflow_privacy/privacy/privacy_tests/secret_sharer/exposures.py	29
tensorflow_privacy/privacy/privacy_tests/secret_sharer/generate_secrets.py	71