:orphan:

Full code examples for the scipy chapter
-----------------------------------------




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demos various methods to find the minimum of a function. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_optimize_example1_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_optimize_example1.py`

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    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_optimize_example1

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    <div class="sphx-glr-thumbcontainer" tooltip=":func:`scipy.signal.detrend` removes a linear trend. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_detrend_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_detrend.py`

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    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_detrend

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    <div class="sphx-glr-thumbcontainer" tooltip=":func:`scipy.signal.resample` uses FFT to resample a 1D signal. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_resample_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_resample.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_resample

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    <div class="sphx-glr-thumbcontainer" tooltip="Solve the ODE dy/dt = -2y between t = 0..4, with the initial condition y(t=0) = 1. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_odeint_simple_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_odeint_simple.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_odeint_simple

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    <div class="sphx-glr-thumbcontainer" tooltip="Comparing 2 sets of samples from Gaussians">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_t_test_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_t_test.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_t_test

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

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_odeint_damped_spring_mass_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_odeint_damped_spring_mass.py`

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    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_odeint_damped_spring_mass

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    <div class="sphx-glr-thumbcontainer" tooltip="Explore the normal distribution: a histogram built from samples and the PDF (probability densit...">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_normal_distribution_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_normal_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_normal_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demos a simple curve fitting ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_curve_fit_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_curve_fit.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_curve_fit

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo spectrogram and power spectral density on a frequency chirp. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_spectrogram_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_spectrogram.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_spectrogram

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="A demo of 1D interpolation">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_interpolation_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_interpolation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_interpolation

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    <div class="sphx-glr-thumbcontainer" tooltip="A basic demo of binary opening and closing. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_mathematical_morpho_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_mathematical_morpho.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_mathematical_morpho

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    <div class="sphx-glr-thumbcontainer" tooltip="Demo geometrical transformations of images. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_image_transform_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_image_transform.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_image_transform

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Extracting and labeling connected components in a 2D array ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_connect_measurements_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_connect_measurements.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_connect_measurements

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demos finding minima and roots of a function. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_optimize_example2_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_optimize_example2.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_optimize_example2

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Demo filtering for denoising of images. ">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_image_filters_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_image_filters.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_image_filters

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Optimization of a two">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_2d_minimization_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_2d_minimization.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_2d_minimization

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot the power of the FFT of a signal and inverse FFT back to reconstruct a signal.">

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    .. figure:: /intro/scipy/auto_examples/images/thumb/sphx_glr_plot_fftpack_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_plot_fftpack.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/plot_fftpack
.. raw:: html

    <div style='clear:both'></div>

Solutions of the exercises for scipy
.....................................




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Discover the periods in evolution of animal populations (:download:`../../../../data/population...">

.. only:: html

    .. figure:: /intro/scipy/auto_examples/solutions/images/thumb/sphx_glr_plot_periodicity_finder_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_solutions_plot_periodicity_finder.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/solutions/plot_periodicity_finder

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="We have the min and max temperatures in Alaska for each months of the year. We would like to fi...">

.. only:: html

    .. figure:: /intro/scipy/auto_examples/solutions/images/thumb/sphx_glr_plot_curvefit_temperature_data_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_solutions_plot_curvefit_temperature_data.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/solutions/plot_curvefit_temperature_data

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Blur an an image (:download:`../../../../data/elephant.png`) using a Gaussian kernel.">

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    .. figure:: /intro/scipy/auto_examples/solutions/images/thumb/sphx_glr_plot_image_blur_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_solutions_plot_image_blur.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/solutions/plot_image_blur

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Denoise an image (:download:`../../../../data/moonlanding.png`) by implementing a blur with an ...">

.. only:: html

    .. figure:: /intro/scipy/auto_examples/solutions/images/thumb/sphx_glr_plot_fft_image_denoise_thumb.png

        :ref:`sphx_glr_intro_scipy_auto_examples_solutions_plot_fft_image_denoise.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /intro/scipy/auto_examples/solutions/plot_fft_image_denoise
.. raw:: html

    <div style='clear:both'></div>



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 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/pierre/code/scipy-lecture-notes/intro/scipy/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/pierre/code/scipy-lecture-notes/intro/scipy/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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