.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/annoy/plot_simple_script.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_annoy_plot_simple_script.py>`
        to download the full example code. or to run this example in your browser via JupyterLite or Binder

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_annoy_plot_simple_script.py:


annoy with examples
==================================

An example showing the :py:func:`~scikitplot.cexternals.annoy` function.

.. GENERATED FROM PYTHON SOURCE LINES 7-11

.. code-block:: Python
   :lineno-start: 8


    # Authors: Spotify AB
    # SPDX-License-Identifier: Apache-2.0








.. GENERATED FROM PYTHON SOURCE LINES 12-13

from annoy import AnnoyIndex

.. GENERATED FROM PYTHON SOURCE LINES 13-24

.. code-block:: Python
   :lineno-start: 13

    from scikitplot.cexternals.annoy import AnnoyIndex

    a = AnnoyIndex(3, 'angular')
    a.add_item(0, [1, 0, 0])
    a.add_item(1, [0, 1, 0])
    a.add_item(2, [0, 0, 1])
    a.build(-1)

    print(a.get_nns_by_item(0, 100))
    print(a.get_nns_by_vector([1.0, 0.5, 0.5], 100))





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    [0, 1, 2]
    [0, 1, 2]




.. GENERATED FROM PYTHON SOURCE LINES 25-32

.. tags::

   model-type: classification
   model-workflow: impute
   plot-type: bar
   level: beginner
   purpose: showcase


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.003 seconds)


.. _sphx_glr_download_auto_examples_annoy_plot_simple_script.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/scikit-plots/scikit-plots/main?urlpath=lab/tree/notebooks/auto_examples/annoy/plot_simple_script.ipynb
        :alt: Launch binder
        :width: 150 px

    .. container:: lite-badge

      .. image:: images/jupyterlite_badge_logo.svg
        :target: ../../lite/lab/index.html?path=auto_examples/annoy/plot_simple_script.ipynb
        :alt: Launch JupyterLite
        :width: 150 px

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_simple_script.ipynb <plot_simple_script.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_simple_script.py <plot_simple_script.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_simple_script.zip <plot_simple_script.zip>`


.. include:: plot_simple_script.recommendations


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_