.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "examples/dataset/visualization/plot_andrews_curves.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_examples_dataset_visualization_plot_andrews_curves.py: Andrews curves ============== .. GENERATED FROM PYTHON SOURCE LINES 26-36 .. code-block:: Python from __future__ import annotations from gemseo import configure_logger from gemseo import create_benchmark_dataset from gemseo.post.dataset.andrews_curves import AndrewsCurves configure_logger() .. rst-class:: sphx-glr-script-out .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 37-39 Load a dataset -------------- .. GENERATED FROM PYTHON SOURCE LINES 39-41 .. code-block:: Python iris = create_benchmark_dataset("IrisDataset") .. GENERATED FROM PYTHON SOURCE LINES 42-48 Plot Andrews Curves ------------------- We can use the :class:`.AndrewsCurves` plot which can be viewed as a smooth version of the parallel coordinates. Each sample is represented by a curve and if there is structure in data, it may be visible in the plot. .. GENERATED FROM PYTHON SOURCE LINES 48-49 .. code-block:: Python AndrewsCurves(iris, "specy").execute(save=False, show=True) .. image-sg:: /examples/dataset/visualization/images/sphx_glr_plot_andrews_curves_001.png :alt: plot andrews curves :srcset: /examples/dataset/visualization/images/sphx_glr_plot_andrews_curves_001.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out .. code-block:: none [
] .. rst-class:: sphx-glr-timing **Total running time of the script:** (0 minutes 0.308 seconds) .. _sphx_glr_download_examples_dataset_visualization_plot_andrews_curves.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_andrews_curves.ipynb ` .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: plot_andrews_curves.py ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_