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shapiq 0.0.6 documentation

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Usage

Installation

Development

API Reference
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- shapiq.explainer
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  - shapiq.explainer.tabular
  - shapiq.explainer.tree
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    - shapiq.explainer.tree.base
    - shapiq.explainer.tree.conversion
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      - shapiq.explainer.tree.conversion.edges
      - shapiq.explainer.tree.conversion.sklearn
    - shapiq.explainer.tree.explainer
    - shapiq.explainer.tree.treeshapiq
    - shapiq.explainer.tree.utils
    - shapiq.explainer.tree.validation
  - shapiq.explainer.utils
- shapiq.approximator
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  - shapiq.approximator.k_sii
  - shapiq.approximator.moebius_converter
  - shapiq.approximator.permutation
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    - shapiq.approximator.permutation.sii
    - shapiq.approximator.permutation.sti
  - shapiq.approximator.regression
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  - shapiq.approximator.sampling
  - shapiq.approximator.shapiq
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    - shapiq.approximator.shapiq.shapiq
    - shapiq.approximator.shapiq.unbiased_kernelshap
- shapiq.plot
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  - shapiq.plot.network
  - shapiq.plot.stacked_bar
- shapiq.utils
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Tutorials

Example with the Bike Sharing dataset

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Installation#

The latest release version of shapiq can be installed either via PyPI or directly from GitHub.

pip install shapiq

Copyright © 2023, the shapiq developers

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