: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. .. raw:: html
.. raw:: html
Matplotlib ~~~~~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Fill features
.. raw:: html
.. only:: html .. 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` .. raw:: html
Multi cursor
.. raw:: html
.. only:: html .. 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` .. raw:: html
1D animation
.. raw:: html
.. only:: html .. 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` .. raw:: html
Polar axis
.. raw:: html
.. only:: html .. 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` .. raw:: html
Streamplot
.. raw:: html
.. only:: html .. 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` .. raw:: html
Surface 3D
.. raw:: html
.. only:: html .. 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` .. raw:: html
Scatter 3D
.. raw:: html
.. only:: html .. 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` .. raw:: html
Text fontdict
.. raw:: html
.. only:: html .. 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` .. raw:: html
Function animation
.. raw:: html
.. only:: html .. 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` .. raw:: html
Histogram 2D size control
.. raw:: html
.. only:: html .. 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` .. raw:: html
Errorbar
.. raw:: html
.. only:: html .. 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` .. raw:: html
Events
.. raw:: html
.. only:: html .. 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` .. raw:: html
2D animation
.. raw:: html
.. only:: html .. 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` .. raw:: html
Buttons
.. raw:: html
.. only:: html .. 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` .. raw:: html
Colorbar tick labelling
.. raw:: html
.. only:: html .. 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` .. raw:: html
Logarithmus
.. raw:: html
.. only:: html .. 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` .. raw:: html
Date axis
.. raw:: html
.. only:: html .. 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` .. raw:: html
GGPlot
.. raw:: html
.. only:: html .. 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` .. raw:: html
Slider
.. raw:: html
.. only:: html .. 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` .. raw:: html
Oscilloscope
.. raw:: html
.. only:: html .. 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` .. raw:: html
Tex
.. raw:: html
.. only:: html .. 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` .. raw:: html
Toolmanager
.. raw:: html
.. only:: html .. 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` .. raw:: html
Path editor
.. raw:: html
Numpy ~~~~~ This demos shows the features of ``numpy`` (https://numpy.org/doc/stable/user/quickstart.html). .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Shape manipulation
.. raw:: html
.. only:: html .. 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` .. raw:: html
Splitting array
.. raw:: html
.. only:: html .. 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` .. raw:: html
Indexing, Slicing and Iterating
.. raw:: html
.. only:: html .. 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` .. raw:: html
Copy
.. raw:: html
.. only:: html .. 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` .. raw:: html
Stacking arrays
.. raw:: html
.. only:: html .. 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` .. raw:: html
Create array
.. raw:: html
.. only:: html .. 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` .. raw:: html
Operations
.. raw:: html
.. only:: html .. 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` .. raw:: html
Numpy FFT, PyFFTW
.. raw:: html
.. only:: html .. 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` .. raw:: html
Rank and nullspace demo
.. raw:: html
others ~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. image:: /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
Pyro4
.. raw:: html
.. only:: html .. image:: /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
Matlab engine
.. raw:: html
Pandas ~~~~~~ This demos show the basics feature of ``pandas`` (copied from https://pandas.pydata.org/docs/user_guide/10min.html). .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Plotting
.. raw:: html
.. only:: html .. 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` .. raw:: html
Missing data
.. raw:: html
.. only:: html .. 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` .. raw:: html
Categoricals
.. raw:: html
.. only:: html .. 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` .. raw:: html
Getting data in/out
.. raw:: html
.. only:: html .. 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` .. raw:: html
Operations
.. raw:: html
.. only:: html .. 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` .. raw:: html
Grouping data
.. raw:: html
.. only:: html .. 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` .. raw:: html
Merge data
.. raw:: html
.. only:: html .. 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` .. raw:: html
Create and view an object
.. raw:: html
.. only:: html .. 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` .. raw:: html
Selection of data
.. raw:: html
.. only:: html .. 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` .. raw:: html
Reshaping data
.. raw:: html
Parallelization and Threading ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Worker thread
.. raw:: html
.. only:: html .. 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` .. raw:: html
Thread pool executor
.. raw:: html
.. only:: html .. 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` .. raw:: html
Multi processing
.. raw:: html
Plotly ~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. image:: /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
Simple
.. raw:: html
.. only:: html .. image:: /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
GUI integrated
.. raw:: html
PyTest ~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. image:: /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
Pytest
.. raw:: html
Scikit-learn ~~~~~~~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Recursive feature elimination
.. raw:: html
.. only:: html .. 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` .. raw:: html
K-Means clustering
.. raw:: html
.. only:: html .. 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` .. raw:: html
Principal Component Regression vs Partial Least Squares Regression
.. raw:: html
Scipy ~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Signal correlation
.. raw:: html
.. only:: html .. 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` .. raw:: html
Nearest neighbors
.. raw:: html
.. only:: html .. 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` .. raw:: html
Scipy
.. raw:: html
Seaborn ~~~~~~~ .. raw:: html
.. raw:: html
.. only:: html .. 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` .. raw:: html
Timerseries
.. raw:: html
.. only:: html .. 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` .. raw:: html
Joint kernel
.. raw:: html
.. only:: html .. 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` .. raw:: html
Scatterplot
.. raw:: html
.. only:: html .. 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` .. raw:: html
Violinplots
.. raw:: html
.. only:: html .. 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` .. raw:: html
Linear regression
.. raw:: html
.. only:: html .. 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` .. raw:: html
Bivariate
.. raw:: html
.. 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