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AutoMLQuantILDetect 0.1.0 documentation

OVERVIEW

  • 🛠️ Installation Guide
  • ⚙️ Quickstart Guide

TUTORIALS

  • Mutual Information Estimators Comparison
  • Information Leakage Detection Tutorial
  • Utilities Module

API DOCS

  • 📖 API References
    • autoqild.automl
      • autoqild.automl.autogluon_classifier
      • autoqild.automl.automl_core
      • autoqild.automl.model_configurations
      • autoqild.automl.tabpfn_classifier
    • autoqild.bayes_search
      • autoqild.bayes_search.bayes_search_cv
      • autoqild.bayes_search.bayes_search_utils
    • autoqild.classifiers
      • autoqild.classifiers.bayes_predictor
      • autoqild.classifiers.blind_classifiers
      • autoqild.classifiers.layers
      • autoqild.classifiers.multi_layer_perceptron
    • autoqild.dataset_readers
      • autoqild.dataset_readers.open_ml_padding_dr
      • autoqild.dataset_readers.open_ml_timming_dr
      • autoqild.dataset_readers.synthetic_data_generator
      • autoqild.dataset_readers.synthetic_data_generator_distance
      • autoqild.dataset_readers.utils
    • autoqild.mi_estimators
      • autoqild.mi_estimators.auto_gluon_estimator
      • autoqild.mi_estimators.gmm_mi_estimator
      • autoqild.mi_estimators.mi_base_class
      • autoqild.mi_estimators.mi_estimator_classification
      • autoqild.mi_estimators.mine_estimator
      • autoqild.mi_estimators.mine_estimator_mse
      • autoqild.mi_estimators.neural_networks_torch
      • autoqild.mi_estimators.pc_softmax_estimator
      • autoqild.mi_estimators.pytorch_utils
      • autoqild.mi_estimators.tab_pfn_estimator
    • autoqild.detectors
      • autoqild.detectors.autogluon_leakage_detector
      • autoqild.detectors.ild_base_class
      • autoqild.detectors.mi_estimator_detector
      • autoqild.detectors.mlp_leakage_detector
      • autoqild.detectors.random_forest_leakage_detector
      • autoqild.detectors.sklearn_leakage_detector
      • autoqild.detectors.tabpfn_leakage_detector
    • autoqild.utilities
      • autoqild.utilities.dimensionality_reduction_techniques
      • autoqild.utilities.metrics
      • autoqild.utilities.statistical_tests
      • autoqild.utilities.utils

BIBLIOGRAPHY

  • 📚 Litereture Research
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