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Clover documentation
Clover documentation

Getting Started

  • What is Clover?
  • Installation
  • Quickstart
  • Getting Involved
  • MIT License

User Guide

  • Introduction
  • Generators
    • DataSynthesizer
    • Synthpop
    • SMOTE
    • Private-PGM - MST
    • Conditional Tabular GAN (CTGAN)
    • TVAE
    • FinDiff
  • Metrics
    • Utility Metrics
    • Privacy Metrics
  • Optimization
    • Discrete Particle Swarm Optimization
    • Hyperparameter tuning with Optuna
    • Parallel hyperparameter tuning with RayTune

API

  • Generators API
    • generators
  • Metrics API
    • metrics
      • metrics.utility
      • metrics.privacy
  • Optimization API
    • optimization
  • Utilities API
    • utils

Tutorial

  • Synthetic Data Generation
  • How to generate a utility report?
  • How to generate a membership inference attacks report?
  • Synthetic Data Generation – Find the best hyperparameters
  • How to generate a combined utility/privacy report?
  • How to generate a metareport?
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metrics#

Subpackages#

  • metrics.utility
    • metrics.utility.univariate
    • metrics.utility.bivariate
    • metrics.utility.population
    • metrics.utility.application
    • metrics.utility.report
  • metrics.privacy
    • metrics.privacy.reidentification
    • metrics.privacy.report

Submodules#

metrics.base#

metrics.report#

metrics.metareport#

Next
metrics.utility
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Metrics API
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On this page
  • metrics
    • Subpackages
    • Submodules
      • metrics.base
      • metrics.report
      • metrics.metareport