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apt.anonymization package
=========================
Submodules
----------
apt.anonymization.anonymizer module
-----------------------------------
.. automodule:: apt.anonymization.anonymizer
:members:
:undoc-members:
:show-inheritance:
Module contents
---------------
.. automodule:: apt.anonymization
:members:
:undoc-members:
:show-inheritance:

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apt package
===========
Subpackages
-----------
.. toctree::
:maxdepth: 4
apt.anonymization
Module contents
---------------
.. automodule:: apt
:members:
:undoc-members:
:show-inheritance:

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# Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
# import os
# import sys
# sys.path.insert(0, os.path.abspath('.'))
# -- Project information -----------------------------------------------------
project = 'ai-privacy-toolkit'
copyright = '2021, Abigail Goldsteen'
author = 'Abigail Goldsteen'
# The full version, including alpha/beta/rc tags
release = '0.0.1'
# -- General configuration ---------------------------------------------------
# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = [
'sphinx.ext.autodoc',
'sphinx.ext.napoleon'
]
# Add any paths that contain templates here, relative to this directory.
templates_path = ['_templates']
# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This pattern also affects html_static_path and html_extra_path.
exclude_patterns = []
# -- Options for HTML output -------------------------------------------------
# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'alabaster'
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ['_static']

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.. ai-privacy-toolkit documentation master file, created by
sphinx-quickstart on Mon Feb 15 12:42:20 2021.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
Welcome to ai-privacy-toolkit's documentation!
==============================================
This project provides tools for assessing and improving the privacy and compliance of AI models.
The first release of this toolkit contains a single module called anonymization. This
module contains methods for anonymizing ML model training data, so that when
a model is retrained on the anonymized data, the model itself will also be considered
anonymous. This may help exempt the model from different obligations and restrictions
set out in data protection regulations such as GDPR, CCPA, etc.
.. toctree::
:maxdepth: 2
:caption: Getting Started:
quick_start
.. toctree::
:maxdepth: 2
:hidden:
:caption: API
apt
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

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ai-privacy-toolkit
==================
.. toctree::
:maxdepth: 4
apt
tests

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###########################################
Getting started with the AI Privacy toolkit
###########################################
Download the toolkit code:
==========================
Clone the ``ai-minimization-toolkit`` repository::
$ git clone https://github.com/IBM/ai-privacy-toolkit.git
Or download using pip::
pip install ai-privacy-toolkit==0.0.1

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tests package
=============
Submodules
----------
tests.test\_anonymizer module
-----------------------------
.. automodule:: tests.test_anonymizer
:members:
:undoc-members:
:show-inheritance:
tests.utils module
------------------
.. automodule:: tests.utils
:members:
:undoc-members:
:show-inheritance:
Module contents
---------------
.. automodule:: tests
:members:
:undoc-members:
:show-inheritance: