:py:mod:`ontolearn.learning_problem`
====================================

.. py:module:: ontolearn.learning_problem

.. autoapi-nested-parse::

   Learning problem in Ontolearn.



Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

   ontolearn.learning_problem.EncodedPosNegLPStandard
   ontolearn.learning_problem.PosNegLPStandard
   ontolearn.learning_problem.EncodedPosNegUndLP
   ontolearn.learning_problem.PosNegUndLP




Attributes
~~~~~~~~~~

.. autoapisummary::

   ontolearn.learning_problem.logger


.. py:data:: logger

   

.. py:class:: EncodedPosNegLPStandard(kb_pos, kb_neg, kb_diff, kb_all)


   Bases: :py:obj:`ontolearn.abstracts.EncodedPosNegLPStandardKind`

   Encoded learning problem standard.

   .. attribute:: kb_pos

      Positive examples.

      :type: set

   .. attribute:: kb_neg

      Negative examples.

      :type: set

   .. attribute:: kb_diff

      kb_all - (kb_pos + kb_neg).

      :type: set

   .. attribute:: kb_all

      All examples/ all individuals set.

      :type: set

   .. py:attribute:: __slots__
      :value: ('kb_pos', 'kb_neg', 'kb_diff', 'kb_all')

      

   .. py:attribute:: kb_pos
      :type: set

      

   .. py:attribute:: kb_neg
      :type: set

      

   .. py:attribute:: kb_diff
      :type: set

      

   .. py:attribute:: kb_all
      :type: set

      


.. py:class:: PosNegLPStandard(pos: Set[owlapy.owl_individual.OWLNamedIndividual], neg: Set[owlapy.owl_individual.OWLNamedIndividual], all_instances: Optional[Set[owlapy.owl_individual.OWLNamedIndividual]] = None)


   Bases: :py:obj:`ontolearn.abstracts.AbstractLearningProblem`

   Positive-Negative learning problem standard.
   .. attribute:: pos

      Positive examples.

   .. attribute:: neg

      Negative examples.

   .. attribute:: all

      All examples.

   .. py:attribute:: __slots__
      :value: ('pos', 'neg', 'all')

      

   .. py:method:: encode_kb(knowledge_base: ontolearn.knowledge_base.KnowledgeBase) -> EncodedPosNegLPStandard

      Encode the learning problem into the knowledge base.



.. py:class:: EncodedPosNegUndLP


   Bases: :py:obj:`ontolearn.abstracts.EncodedLearningProblem`

   To be implemented.


.. py:class:: PosNegUndLP(*args, **kwargs)


   Bases: :py:obj:`ontolearn.abstracts.AbstractLearningProblem`

   To be implemented.