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Joint privacy accountant #111

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Joint privacy accountant #111

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856076e
pld joint accountant
jonnyascott Jan 29, 2025
749f23a
pld tests
Jan 29, 2025
c134fa7
prv joint accountant
Jan 29, 2025
09b31a4
rdp accountant
Jan 29, 2025
3b1585f
comments update
jonnyascott Feb 2, 2025
3a758f3
code cleanup and formatting
Feb 3, 2025
52a7d34
update docs
Feb 3, 2025
38908d0
fixed ruff errors
Feb 5, 2025
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15 changes: 15 additions & 0 deletions docs/source/reference/privacy.rst
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Expand Up @@ -46,6 +46,21 @@ Privacy accountants
.. autoclass:: pfl.privacy.RDPPrivacyAccountant
:members:

Joint Privacy accountants
-------------------

.. autoclass:: pfl.privacy.JointPrivacyAccountant
:members:

.. autoclass:: pfl.privacy.JointPLDPrivacyAccountant
:members:

.. autoclass:: pfl.privacy.JointPRVPrivacyAccountant
:members:

.. autoclass:: pfl.privacy.JointRDPPrivacyAccountant
:members:

DP with adaptive clipping
-------------------------

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1 change: 1 addition & 0 deletions pfl/privacy/__init__.py
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@@ -1,6 +1,7 @@
# Copyright © 2023-2024 Apple Inc.

from .gaussian_mechanism import GaussianMechanism
from .joint_privacy_accountant import JointPLDPrivacyAccountant, JointPRVPrivacyAccountant, JointRDPPrivacyAccountant
from .laplace_mechanism import LaplaceMechanism
from .privacy_accountant import PLDPrivacyAccountant, PrivacyAccountant, PRVPrivacyAccountant, RDPPrivacyAccountant
from .privacy_mechanism import (
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