tabular_examples.rst

Tabular examples

These examples explain machine learning models applied to tabular data. They are all generated from Jupyter notebooks available on GitHub.

Tree-based models

Examples demonstrating how to explain tree-based machine learning models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/tabular_examples/tree_based_models/*

Linear models

Examples demonstrating how to explain linear machine learning models.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/tabular_examples/linear_models/*

Neural networks

Examples demonstrating how to explain machine learning models based on neural networks.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/tabular_examples/neural_networks/*

Model agnostic

Examples demonstrating how to explain arbitrary machine learning pipelines.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/tabular_examples/model_agnostic/*