:orphan:



.. _sphx_glr_11_demos_python_packages:

.. _gallery_python_packages_label:

Python packages
===============

This chapter contains further ``python packages`` demos to show how ``itom`` is used as a general python ``IDE``. Click on any image to see the full script documentation. 

.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_matplotlib:

.. _gallery_matplotlib_label:

Matplotlib
~~~~~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo of the fill function with a few features.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_fill_features_thumb.png
     :alt: Fill features

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_fill_features.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_fill_features

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Multi cursor">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_multicursor_thumb.png
     :alt: Multi cursor

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_multicursor.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_multicursor

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how matplotlib can be used to create  animated movie and export these...">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_matplotlibAnimation1d_thumb.gif
     :alt: 1D animation

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_matplotlibAnimation1d.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_matplotlibAnimation1d

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo of a line plot on a polar axis.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_polar_thumb.png
     :alt: Polar axis

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_polar.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_polar

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo of the streamplot function.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_streamplot_features_thumb.png
     :alt: Streamplot

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_streamplot_features.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_streamplot_features

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Surface 3D">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_surface3d_thumb.png
     :alt: Surface 3D

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_surface3d.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_surface3d

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Scatter 3D">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_scatter3d_thumb.png
     :alt: Scatter 3D

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_scatter3d.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_scatter3d

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo using fontdict to control style of text and labels.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_text_fontdict_thumb.png
     :alt: Text fontdict

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_text_fontdict.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_text_fontdict

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Function animation">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_func_animation_thumb.gif
     :alt: Function animation

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_func_animation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_func_animation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Histogram 2D size control">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_hist2d_size_control_thumb.png
     :alt: Histogram 2D size control

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_hist2d_size_control.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_hist2d_size_control

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo of errorbar function with different ways of specifying error bars.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_errorbar_demo_features_thumb.png
     :alt: Errorbar

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_errorbar_demo_features.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_errorbar_demo_features

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Events">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_matplotlib_events_thumb.png
     :alt: Events

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_matplotlib_events.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_matplotlib_events

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how matplotlib can be used to create  animated movie and export these...">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_matplotlibAnimation2d_thumb.gif
     :alt: 2D animation

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_matplotlibAnimation2d.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_matplotlibAnimation2d

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Buttons">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_buttons_thumb.png
     :alt: Buttons

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_buttons.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_buttons

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Produce custom labelling for a colorbar.">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_colorbar_tick_labelling_demo_thumb.png
     :alt: Colorbar tick labelling

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_colorbar_tick_labelling_demo.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_colorbar_tick_labelling_demo

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Logarithmus">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_log_thumb.png
     :alt: Logarithmus

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_log.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_log

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Load a numpy record array from yahoo csv data with fields date, open, close, volume, adj_close ...">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_dateaxis_thumb.png
     :alt: Date axis

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_dateaxis.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_dateaxis

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the ggplot style, which adjusts the style to emulate ggplot_ (a popul...">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_ggplot_thumb.png
     :alt: GGPlot

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_ggplot.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_ggplot

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Slider">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_slider_thumb.png
     :alt: Slider

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_slider.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_slider

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Oscilloscope">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_oscilloscope_thumb.gif
     :alt: Oscilloscope

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_oscilloscope.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_oscilloscope

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Tex">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_tex_thumb.png
     :alt: Tex

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_tex.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_tex

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Toolmanager">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_toolmanager_thumb.png
     :alt: Toolmanager

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_toolmanager.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/toolmanager

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Path editor">

.. only:: html

 .. figure:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_demo_path_editor_thumb.png
     :alt: Path editor

     :ref:`sphx_glr_11_demos_python_packages_matplotlib_demo_path_editor.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/matplotlib/demo_path_editor
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_numpy:

.. _gallery_numpy_label:

Numpy
~~~~~

This demos shows the features of ``numpy`` (https://numpy.org/doc/stable/user/quickstart.html). 


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Shape manipulation">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_shape_thumb.png
     :alt: Shape manipulation

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_shape.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_shape

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Splitting array">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_splitting_thumb.png
     :alt: Splitting array

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_splitting.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_splitting

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Indexing, Slicing and Iterating">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_indexing_thumb.png
     :alt: Indexing, Slicing and Iterating

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_indexing.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_indexing

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Copy">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_copy_thumb.png
     :alt: Copy

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_copy.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_copy

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Stacking arrays">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_stacking_thumb.png
     :alt: Stacking arrays

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_stacking.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_stacking

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows the features of numpy (https://numpy.org/doc/stable/user/quickstart.html). ">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_create_thumb.png
     :alt: Create array

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_create.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_create

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Operations">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_operations_thumb.png
     :alt: Operations

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_operations.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_operations

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the FFT or IFFT from Numpy. If possible the package PyFFTW is sea...">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_NpFFT_PyFFTW_thumb.png
     :alt: Numpy FFT, PyFFTW

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_NpFFT_PyFFTW.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_NpFFT_PyFFTW

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows an example on how to use numpy in itom.">

.. only:: html

 .. figure:: /11_demos/python_packages/numpy/images/thumb/sphx_glr_demo_rank_nullspace_thumb.png
     :alt: Rank and nullspace demo

     :ref:`sphx_glr_11_demos_python_packages_numpy_demo_rank_nullspace.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/numpy/demo_rank_nullspace
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_others:

.. _gallery_others_label:

others
~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows an example on how to the Pyro4 package.">

.. only:: html

 .. figure:: /11_demos/python_packages/others/images/thumb/sphx_glr_demoPyro4_thumb.png
     :alt: Pyro4

     :ref:`sphx_glr_11_demos_python_packages_others_demoPyro4.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/others/demoPyro4

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to communicate with the Matlab engine.">

.. only:: html

 .. figure:: /11_demos/python_packages/others/images/thumb/sphx_glr_demoMatlabEngine_thumb.png
     :alt: Matlab engine

     :ref:`sphx_glr_11_demos_python_packages_others_demoMatlabEngine.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/others/demoMatlabEngine
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_pandas:

.. _gallery_pandas_label:

Pandas
~~~~~~

This demos show the basics feature of ``pandas`` (copied from https://pandas.pydata.org/docs/user_guide/10min.html).




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plotting">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_plotting_thumb.png
     :alt: Plotting

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_plotting.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_plotting

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Missing data">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_missing_thumb.png
     :alt: Missing data

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_missing.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_missing

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Categoricals">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_categoricals_thumb.png
     :alt: Categoricals

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_categoricals.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_categoricals

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Getting data in/out">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_in_out_thumb.png
     :alt: Getting data in/out

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_in_out.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_in_out

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Operations">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_operations_thumb.png
     :alt: Operations

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_operations.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_operations

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Grouping data">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_grouping_thumb.png
     :alt: Grouping data

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_grouping.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_grouping

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Merge data">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_merge_thumb.png
     :alt: Merge data

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_merge.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_merge

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create and view an object">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_create_thumb.png
     :alt: Create and view an object

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_create.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_create

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Selection of data">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_selection_thumb.png
     :alt: Selection of data

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_selection.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_selection

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Reshaping data">

.. only:: html

 .. figure:: /11_demos/python_packages/pandas/images/thumb/sphx_glr_demo_reshaping_thumb.png
     :alt: Reshaping data

     :ref:`sphx_glr_11_demos_python_packages_pandas_demo_reshaping.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pandas/demo_reshaping
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_parallelization_threading:

.. _gallery_parallelization_label:

Parallelization and Threading
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the Python threading package.">

.. only:: html

 .. figure:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demoworkerThread_thumb.png
     :alt: Worker thread

     :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demoworkerThread.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/parallelization_threading/demoworkerThread

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Asyncio/``concurrent`` heavily changed from python 3.4 to 3.7, better read the docs and do some...">

.. only:: html

 .. figure:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demo_ThreadPoolExecutor_thumb.png
     :alt: Thread pool executor

     :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demo_ThreadPoolExecutor.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/parallelization_threading/demo_ThreadPoolExecutor

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a modified example from the python documentation. The only difference is the set_execut...">

.. only:: html

 .. figure:: /11_demos/python_packages/parallelization_threading/images/thumb/sphx_glr_demoMultiProcessing_thumb.png
     :alt: Multi processing

     :ref:`sphx_glr_11_demos_python_packages_parallelization_threading_demoMultiProcessing.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/parallelization_threading/demoMultiProcessing
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_plotly:

.. _gallery_plotly_label:

Plotly
~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to use the Python plotly package under itom.">

.. only:: html

 .. figure:: /11_demos/python_packages/plotly/images/thumb/sphx_glr_demo_bar_thumb.png
     :alt: Simple

     :ref:`sphx_glr_11_demos_python_packages_plotly_demo_bar.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/plotly/demo_bar

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to render to output of the Python plotly library in custom user interfaces.">

.. only:: html

 .. figure:: /11_demos/python_packages/plotly/images/thumb/sphx_glr_itomGUI_thumb.png
     :alt: GUI integrated

     :ref:`sphx_glr_11_demos_python_packages_plotly_itomGUI.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/plotly/itomGUI
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_pyTest:

.. _gallery_pytest_label:

PyTest
~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Execute lines from this file from demo folder to run all subsequent pytest scripts.">

.. only:: html

 .. figure:: /11_demos/python_packages/pyTest/images/thumb/sphx_glr_runPyTest_thumb.png
     :alt: Pytest

     :ref:`sphx_glr_11_demos_python_packages_pyTest_runPyTest.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/pyTest/runPyTest
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_scikit-learn:

.. _gallery_scikit_label:

Scikit-learn
~~~~~~~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="An example of scikit-learn, copied from `scikit-learn.org &lt;https://scikit-learn.org/stable/auto...">

.. only:: html

 .. figure:: /11_demos/python_packages/scikit-learn/images/thumb/sphx_glr_demo_featureSelection_thumb.png
     :alt: Recursive feature elimination

     :ref:`sphx_glr_11_demos_python_packages_scikit-learn_demo_featureSelection.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scikit-learn/demo_featureSelection

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="An example of scikit-learn, copied from `scikit-learn.org &lt;https://scikit-learn.org/stable/auto...">

.. only:: html

 .. figure:: /11_demos/python_packages/scikit-learn/images/thumb/sphx_glr_demo_kMeansClustering_thumb.png
     :alt: K-Means clustering

     :ref:`sphx_glr_11_demos_python_packages_scikit-learn_demo_kMeansClustering.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scikit-learn/demo_kMeansClustering

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="An example of scikit-learn, copied from `scikit-learn.org &lt;https://scikit-learn.org/stable/auto...">

.. only:: html

 .. figure:: /11_demos/python_packages/scikit-learn/images/thumb/sphx_glr_demo_componentRegression_thumb.png
     :alt: Principal Component Regression vs Partial Least Squares Regression

     :ref:`sphx_glr_11_demos_python_packages_scikit-learn_demo_componentRegression.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scikit-learn/demo_componentRegression
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_scipy:

.. _gallery_scipy_label:

Scipy
~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Implement a matched filter using cross-correlation, to recover a signal that has passed through...">

.. only:: html

 .. figure:: /11_demos/python_packages/scipy/images/thumb/sphx_glr_demo_scipy-signal-correlate_thumb.png
     :alt: Signal correlation

     :ref:`sphx_glr_11_demos_python_packages_scipy_demo_scipy-signal-correlate.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scipy/demo_scipy-signal-correlate

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Nearest neighbors">

.. only:: html

 .. figure:: /11_demos/python_packages/scipy/images/thumb/sphx_glr_demo_nearest_neighbors_thumb.png
     :alt: Nearest neighbors

     :ref:`sphx_glr_11_demos_python_packages_scipy_demo_nearest_neighbors.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scipy/demo_nearest_neighbors

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Opens the ascent image from scipy.misc and shifts the image. Finally, the shift offsets are det...">

.. only:: html

 .. figure:: /11_demos/python_packages/scipy/images/thumb/sphx_glr_demo_Scipy_thumb.png
     :alt: Scipy

     :ref:`sphx_glr_11_demos_python_packages_scipy_demo_Scipy.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/scipy/demo_Scipy
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_11_demos_python_packages_seaborn:

.. _gallery_seaborn_label:

Seaborn
~~~~~~~



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Timerseries">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_timeseries_thumb.png
     :alt: Timerseries

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_timeseries.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_timeseries

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Joint kernel">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_jointKernel_thumb.png
     :alt: Joint kernel

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_jointKernel.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_jointKernel

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Scatterplot">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_scatterplot_thumb.png
     :alt: Scatterplot

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_scatterplot.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_scatterplot

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Violinplots">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_violinplots_thumb.png
     :alt: Violinplots

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_violinplots.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_violinplots

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Linear regression">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_linearRegression_thumb.png
     :alt: Linear regression

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_linearRegression.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_linearRegression

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Bivariate">

.. only:: html

 .. figure:: /11_demos/python_packages/seaborn/images/thumb/sphx_glr_demo_bivariate_thumb.png
     :alt: Bivariate

     :ref:`sphx_glr_11_demos_python_packages_seaborn_demo_bivariate.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /11_demos/python_packages/seaborn/demo_bivariate
.. raw:: html

    <div class="sphx-glr-clear"></div>