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TensorFlow
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TensorFlow
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  • Model Remediation
  • model_remediation
    • Overview
  • model_remediation.counterfactual
    • Overview
    • keras
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      • CounterfactualModel
      • models
        • Overview
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      • Overview
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  • model_remediation.min_diff
    • Overview
    • keras
      • Overview
      • MinDiffModel
      • models
        • Overview
      • utils
        • Overview
        • MinDiffPackedInputs
        • build_min_diff_dataset
        • pack_min_diff_data
        • unpack_min_diff_data
        • unpack_original_inputs
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    • losses
      • Overview
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  • Model Card Toolkit
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  • Privacy
  • tf_privacy
    • Overview
    • DNNClassifier
    • DPFTRLTreeAggregationOptimizer
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    • VectorizedDPKerasAdagradOptimizer
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    • compute_dp_sgd_privacy
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    • compute_rdp_single_tree
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    • linearly_separable_labeled_examples
    • logistic_dpsgd
    • logistic_objective_perturbation
    • make_dp_model_class
    • make_gaussian_query_optimizer_class
    • make_keras_generic_optimizer_class
    • make_keras_optimizer_class
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    • single_layer_softmax_classifier
    • synthetic_linearly_separable_data
  • tf_privacy.restart_query
    • Overview
    • PeriodicRoundRestartIndicator
    • PeriodicTimeRestartIndicator
    • RestartIndicator
    • RestartQuery
  • tf_privacy.tree_aggregation
    • Overview
    • EfficientTreeAggregator
    • GaussianNoiseGenerator
    • StatelessValueGenerator
    • TreeAggregator
    • TreeState
    • ValueGenerator
    • get_step_idx
  • tf_privacy.v1
    • Overview
    • DNNClassifierV1
    • DPAdagradGaussianOptimizer
    • DPAdagradOptimizer
    • DPAdamGaussianOptimizer
    • DPAdamOptimizer
    • DPGradientDescentGaussianOptimizer
    • DPGradientDescentOptimizer
    • VectorizedDPAdagrad
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    • VectorizedDPSGD
    • make_optimizer_class
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