:orphan:


.. _l-notebooks:


Notebooks Gallery
=================


:ref:`l-notebooks-coverage`


.. contents::
    :depth: 1
    :local:

.. toctree::
    :maxdepth: 1

    notebooks/capture_output
    notebooks/cbenchmark_sum_type
    notebooks/cbenchmark_branching
    notebooks/cbenchmark_vector

.. raw:: html

    <div class="sphx-pyq-thumb" tooltip="Python standard output is different from C standard output. When Python embeds a C library which prints something on the standard output, it is difficult to catch it from Python.">

.. only:: html

    .. figure:: /notebooks/capture_output.thumb.png

        :ref:`captureoutputrst`

.. raw:: html

    </div>


.. raw:: html

    <div class="sphx-pyq-thumb" tooltip="This notebook compares how fast is the sum if the accumulator used to store the sum is of a different type than the summed elements.">

.. only:: html

    .. figure:: /notebooks/cbenchmark_sum_type.thumb.png

        :ref:`cbenchmarksumtyperst`

.. raw:: html

    </div>


.. raw:: html

    <div class="sphx-pyq-thumb" tooltip="This notebook looks into a couple of ways to write code, which one is efficient, which one is not when it comes to write fast and short loops. Both experiments are around branching. The notebook relies on C++ code implemented in cbenchmark.cpp and repeat_fct.h.">

.. only:: html

    .. figure:: /notebooks/cbenchmark_branching.thumb.png

        :ref:`cbenchmarkbranchingrst`

.. raw:: html

    </div>


.. raw:: html

    <div class="sphx-pyq-thumb" tooltip="pybind11 automatically converts `std::vector` into python list. That's convenient but not necessarily efficient depending on how it is used after that. PYBIND11_MAKE_OPAQUE is used to create a capsule to hold a pointer on the C++ object.">

.. only:: html

    .. figure:: /notebooks/cbenchmark_vector.thumb.png

        :ref:`cbenchmarkvectorrst`

.. raw:: html

    </div>




.. toctree::
    :hidden: 

    all_notebooks_coverage