GLD
---

GLD refers to *generalized label distribution* (learning). It extends LDL by allowing the supervised target to be a generalized label distribution whose components are not required to lie on the probability simplex, as described in :cite:`2026:wu`.

.. toctree::
   :maxdepth: 2

`BaseGLD`
~~~~~~~~~~

.. autoclass:: pyldl.algorithms.base.BaseGLD
   :members:
   :private-members:

.. jinja:: gld_ctx

   {% for class_name in all_gld_algs %}

   {% if class_name == 'GLD_KNN' %}
   GLD-:math:`k`\NN
   ~~~~~~~~~~~~~~~~~~~
   {% else %}
   {{ class_name.replace('_', '-').lstrip('-') }}
   ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
   {% endif %}

   .. autoclass:: pyldl.algorithms.{{ class_name }}
      :members:
      :private-members:

   {% endfor %}

References
~~~~~~~~~~

.. bibliography:: bib/gld/references.bib
   :labelprefix: GLD-
   :cited:

.. Further Reading
.. ~~~~~~~~~~~~~~~

.. .. bibliography:: bib/gld/references.bib
..    :labelprefix: GLD-
..    :notcited: