.. _Data_Science:


Algorithms
==========

This section provides an overview of each algorithm available in H2O. For detailed information about the parameters that can be used for building models, refer to `Appendix A - Parameters <parameters.html>`__.

Common
------

.. toctree::
   :maxdepth: 1

   data-science/common

Supervised
----------

.. toctree::
   :maxdepth: 1

   data-science/coxph
   data-science/deep-learning
   data-science/drf
   data-science/glm
   data-science/gbm
   data-science/naive-bayes
   data-science/stacked-ensembles
   data-science/svm
   data-science/xgboost

Unsupervised
------------

.. toctree::
   :maxdepth: 1

   data-science/aggregator
   data-science/glrm
   data-science/if
   data-science/k-means
   data-science/pca

Miscellaneous
-------------

.. toctree::
   :maxdepth: 1

   data-science/word2vec