:mod:`skactiveml.pool`
======================

.. automodule:: skactiveml.pool
    :no-members:
    :no-inherited-members:

.. currentmodule:: skactiveml


.. toctree::
  :hidden:

  skactiveml.pool.multiannotator
  skactiveml.pool.utils

Submodules
----------

.. list-table::
  :header-rows: 0
  :widths: 100

  * - :mod:`skactiveml.pool.multiannotator`
  * - :mod:`skactiveml.pool.utils`

Classes
-------

.. autosummary::
   :nosignatures:
   :toctree: .
   :template: class.rst

   pool.RandomSampling
   pool.ProbabilisticAL
   pool.UncertaintySampling
   pool.EpistemicUncertaintySampling
   pool.ExpectedErrorReduction
   pool.MonteCarloEER
   pool.ValueOfInformationEER
   pool.QueryByCommittee
   pool.Quire
   pool.FourDs
   pool.CostEmbeddingAL
   pool.ExpectedModelChangeMaximization
   pool.ExpectedModelOutputChange
   pool.ExpectedModelVarianceReduction
   pool.KLDivergenceMaximization
   pool.GreedySamplingX
   pool.GreedySamplingTarget
   pool.DiscriminativeAL
   pool.BatchBALD
   pool.Clue
   pool.DropQuery
   pool.CoreSet
   pool.TypiClust
   pool.Badge
   pool.ProbCover
   pool.ContrastiveAL
   pool.GreedyBALD
   pool.RegressionTreeBasedAL
   pool.SubSamplingWrapper
   pool.ParallelUtilityEstimationWrapper
   pool.Falcun
   pool.MaxHerding

Functions
---------

.. autosummary::
   :nosignatures:
   :toctree: .
   :template: function.rst

   pool.cost_reduction
   pool.uncertainty_scores
   pool.expected_average_precision
   pool.average_kl_divergence
   pool.vote_entropy
   pool.variation_ratios
   pool.batch_bald
   pool.k_greedy_center