pydp.rst

PyDP

Algorithms

.. currentmodule:: pydp.algorithms.laplacian

.. autoclass:: BoundedMean
   :inherited-members:

.. autoclass::  BoundedSum
   :inherited-members:

.. autoclass::  BoundedStandardDeviation
   :inherited-members:

.. autoclass::  BoundedVariance
   :inherited-members:

.. autoclass::  Max
   :inherited-members:

.. autoclass::  Min
   :inherited-members:

.. autoclass::  Median
   :inherited-members:

.. autoclass::  Count
   :inherited-members:

.. autoclass::  Percentile
   :inherited-members:

Numerical Mechanisms

.. currentmodule:: pydp.algorithms.numerical_mechanisms

.. autoclass:: NumericalMechanism
   :members:

.. autoclass:: LaplaceMechanism
   :members:
   :show-inheritance:

.. autoclass:: GaussianMechanism
   :members:
   :show-inheritance:

Distributions

.. currentmodule:: pydp.distributions

.. autoclass::  GaussianDistribution
   :members:

.. autoclass::  LaplaceDistribution
   :members:

Util

.. automodule:: pydp.util
   :members: Geometric, UniformDouble, correlation, get_next_power_of_two, mean, order_statistics, qnorm, round_to_nearest_multiple, safe_add, safe_square, safe_subtract, standard_deviation, variance, vector_filter, vector_to_string, xor_strings

ML

.. automodule:: pydp.ml.naive_bayes

.. autoclass::  GaussianNB
   :members:

Partition Selection

.. currentmodule:: pydp.algorithms.partition_selection

.. autoclass:: PartitionSelectionStrategy
   :members:

.. autofunction:: create_partition_strategy