:orphan:
.. _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.
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Matplotlib
~~~~~~~~~~
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.. image:: /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`
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Fill features
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.. image:: /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`
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Multi cursor
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.. image:: /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`
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1D animation
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.. image:: /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`
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Polar axis
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.. image:: /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`
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Streamplot
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.. image:: /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`
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Surface 3D
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.. image:: /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`
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Scatter 3D
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.. image:: /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`
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Text fontdict
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.. image:: /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`
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Function animation
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.. image:: /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`
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Histogram 2D size control
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.. image:: /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`
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Errorbar
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.. image:: /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`
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Events
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.. image:: /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`
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2D animation
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.. image:: /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`
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Buttons
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.. image:: /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`
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Colorbar tick labelling
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.. image:: /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`
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Logarithmus
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.. image:: /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`
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Date axis
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.. image:: /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`
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GGPlot
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.. image:: /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`
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Slider
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.. image:: /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`
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Oscilloscope
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.. image:: /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`
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Tex
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.. image:: /11_demos/python_packages/matplotlib/images/thumb/sphx_glr_toolmanager_thumb.png
:alt: Toolmanager
:ref:`sphx_glr_11_demos_python_packages_matplotlib_toolmanager.py`
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Toolmanager
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.. image:: /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`
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Path editor
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Numpy
~~~~~
This demos shows the features of ``numpy`` (https://numpy.org/doc/stable/user/quickstart.html).
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.. image:: /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`
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Shape manipulation
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.. image:: /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`
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Splitting array
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.. image:: /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`
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Indexing, Slicing and Iterating
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.. image:: /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`
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Copy
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.. image:: /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`
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Stacking arrays
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.. image:: /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`
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Create array
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.. image:: /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`
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Operations
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.. image:: /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`
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Numpy FFT, PyFFTW
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.. image:: /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`
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Rank and nullspace demo
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others
~~~~~~
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.. image:: /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`
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Plotting
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.. image:: /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`
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Missing data
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.. image:: /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`
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Categoricals
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.. image:: /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`
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Getting data in/out
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.. image:: /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`
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Operations
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.. image:: /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`
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Grouping data
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.. image:: /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`
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Merge data
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.. image:: /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`
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Create and view an object
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.. image:: /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`
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Selection of data
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.. image:: /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`
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Reshaping data
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Parallelization and Threading
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. image:: /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`
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Worker thread
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.. image:: /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`
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Thread pool executor
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.. image:: /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`
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Multi processing
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Plotly
~~~~~~
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.. image:: /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`
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Recursive feature elimination
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.. image:: /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`
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K-Means clustering
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.. image:: /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`
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Principal Component Regression vs Partial Least Squares Regression
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Scipy
~~~~~
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.. image:: /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`
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Signal correlation
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.. image:: /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`
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Nearest neighbors
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.. image:: /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`
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Scipy
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Seaborn
~~~~~~~
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.. image:: /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`
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Timerseries
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.. image:: /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`
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Joint kernel
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.. image:: /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`
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Scatterplot
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.. image:: /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`
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Violinplots
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.. image:: /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`
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Linear regression
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.. image:: /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`
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Bivariate
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.. toctree::
:hidden:
:includehidden:
/11_demos/python_packages/matplotlib/index.rst
/11_demos/python_packages/numpy/index.rst
/11_demos/python_packages/others/index.rst
/11_demos/python_packages/pandas/index.rst
/11_demos/python_packages/parallelization_threading/index.rst
/11_demos/python_packages/plotly/index.rst
/11_demos/python_packages/pyTest/index.rst
/11_demos/python_packages/scikit-learn/index.rst
/11_demos/python_packages/scipy/index.rst
/11_demos/python_packages/seaborn/index.rst