wehub-resource-sync
28 lines
707 B
ReStructuredText
28 lines
707 B
ReStructuredText
Image examples
|
|
----------------
|
|
|
|
These examples explain machine learning models applied to image data. They are all generated from Jupyter
|
|
notebooks `available on GitHub <https://github.com/shap/shap/tree/master/notebooks/image_examples>`_.
|
|
|
|
|
|
Image classification
|
|
====================
|
|
Examples using :class:`shap.explainers.Partition` to explain image classifiers.
|
|
|
|
.. toctree::
|
|
:glob:
|
|
:maxdepth: 1
|
|
|
|
example_notebooks/image_examples/image_classification/*
|
|
|
|
|
|
Image captioning
|
|
================
|
|
Examples using :class:`shap.explainers.Permutation` to produce explanations in a model agnostic manner.
|
|
|
|
.. toctree::
|
|
:glob:
|
|
:maxdepth: 1
|
|
|
|
example_notebooks/image_examples/image_captioning/*
|