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Introduction
************
oneDAL provides redesigned versions of interfaces that account for multi-device targets.
For example, CPU and GPU, distributed SPMD interfaces, and many more.

Algorithms Support
******************

The following algorithms are available in oneDAL:

.. tabularcolumns::  |\Y{0.5}|\Y{0.5}|

.. list-table:: Computation Modes
   :header-rows: 1
   :widths: 10 10
   :align: left

   * - Algorithm
     - Supported
   * - :ref:`alg_kmeans`
     - :ref:`batch <batch>`, :ref:`distributed <distributed>`
   * - :ref:`alg_covariance`
     - :ref:`batch <batch>`, :ref:`online <online>`, :ref:`distributed <distributed>`
   * - :ref:`alg_pca`
     - :ref:`batch <batch>`, :ref:`online <online>`, :ref:`distributed <distributed>`
   * - Logistic Regression
     - :ref:`batch <batch>`
   * - Linear Regression
     - :ref:`batch <batch>`, :ref:`online <online>`, :ref:`distributed <distributed>`
   * - :ref:`alg_df`
     - :ref:`batch <batch>`, :ref:`distributed <distributed>`
   * - Extra Trees 
     - :ref:`batch <batch>`
   * - :ref:`alg_knn`
     - :ref:`batch <batch>`, :ref:`distributed <distributed>`
   * - :ref:`alg_svm`
     - :ref:`batch <batch>`
   * - :ref:`alg_dbscan`
     - :ref:`batch <batch>`, :ref:`distributed <distributed>`
   * - :ref:`alg_basic_statistics`
     - :ref:`batch <batch>`, :ref:`online <online>`, :ref:`distributed <distributed>`


.. toctree::
   :maxdepth: 1

   gpu_support.rst
   build_app/build-application.rst
   glossary.rst
   notations.rst