references.rst

.. toctree::
   :maxdepth: 2

Classification

This module contains algorithms for solving classification problems.

.. automodule:: lightning.classification
   :no-members:
   :no-inherited-members:

.. currentmodule:: lightning

.. autosummary::
   :toctree: generated/
   :template: class.rst

    classification.AdaGradClassifier
    classification.CDClassifier
    classification.FistaClassifier
    classification.KernelSVC
    classification.LinearSVC
    classification.SDCAClassifier
    classification.SAGClassifier
    classification.SAGAClassifier
    classification.SGDClassifier
    classification.SVRGClassifier

Regression

This module contains algorithms for solving regression problems.

.. automodule:: lightning.regression
   :no-members:
   :no-inherited-members:

.. currentmodule:: lightning

.. autosummary::
   :toctree: generated/
   :template: class.rst

    regression.AdaGradRegressor
    regression.CDRegressor
    regression.FistaRegressor
    regression.LinearSVR
    regression.SAGRegressor
    regression.SAGARegressor
    regression.SDCARegressor
    regression.SGDRegressor
    regression.SVRGRegressor

Ranking

This module contains algorithms for solving ranking and ordinal regression problems.

.. automodule:: lightning.ranking
   :no-members:
   :no-inherited-members:

.. currentmodule:: lightning

.. autosummary::
   :toctree: generated/
   :template: class.rst

    ranking.PRank
    ranking.KernelPRank