Diffprivlib: Differential Privacy Library

Modules

  • diffprivlib.accountant
  • diffprivlib.mechanisms
  • diffprivlib.mechanisms.transforms
  • diffprivlib.tools
  • diffprivlib.models
  • Utilities and general functions
  • Validation functions
Diffprivlib: Differential Privacy Library
  • Overview: module code

All modules for which code is available

  • diffprivlib.accountant
  • diffprivlib.mechanisms.base
  • diffprivlib.mechanisms.binary
  • diffprivlib.mechanisms.bingham
  • diffprivlib.mechanisms.exponential
  • diffprivlib.mechanisms.gaussian
  • diffprivlib.mechanisms.geometric
  • diffprivlib.mechanisms.laplace
  • diffprivlib.mechanisms.snapping
  • diffprivlib.mechanisms.staircase
  • diffprivlib.mechanisms.transforms.base
  • diffprivlib.mechanisms.transforms.inttostring
  • diffprivlib.mechanisms.transforms.roundedinteger
  • diffprivlib.mechanisms.transforms.stringtoint
  • diffprivlib.mechanisms.uniform
  • diffprivlib.mechanisms.vector
  • diffprivlib.models.forest
  • diffprivlib.models.k_means
  • diffprivlib.models.linear_regression
  • diffprivlib.models.logistic_regression
  • diffprivlib.models.naive_bayes
  • diffprivlib.models.pca
  • diffprivlib.models.standard_scaler
  • diffprivlib.tools.histograms
  • diffprivlib.tools.quantiles
  • diffprivlib.tools.utils
  • diffprivlib.utils
  • diffprivlib.validation
  • sklearn.decomposition._pca
  • sklearn.linear_model._logistic
  • sklearn.naive_bayes
  • sklearn.preprocessing._data
  • sklearn.tree._classes

© Copyright 2020, Naoise Holohan.

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