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Create Example Notebook files showcasing the explanation methods #28

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mmschlk opened this issue Dec 6, 2022 · 1 comment
Open

Create Example Notebook files showcasing the explanation methods #28

mmschlk opened this issue Dec 6, 2022 · 1 comment
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documentation Improvements or additions to documentation enhancement New feature or request help wanted Extra attention is needed

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mmschlk commented Dec 6, 2022 •
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The examples currently sitting in the root of the projects should be moved into notebooks and run to showcase the explanations.
For this the visualization (#29) and the validators (#24) need to be updated first.
@mmschlk mmschlk converted this from a draft issue Dec 6, 2022
@mmschlk mmschlk self-assigned this Dec 6, 2022
@mmschlk mmschlk added documentation Improvements or additions to documentation enhancement New feature or request labels Dec 6, 2022
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mmschlk commented Jan 2, 2023

Added basic_usage.ipynb in 7ff51c7.

Still need the following notebooks:

  • storage mechanisms (show all kinds of storage mechanisms, how they work and what they do)
  • how to work with sklearn models and what do with data preprocessing -> sklearn pipelines
  • how to work with torch models and what do do with data preprocessing -> torch onehot encoding and such
  • an example notebook with batch / interval / incremental explainers

@mmschlk mmschlk added the help wanted Extra attention is needed label Jan 2, 2023
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documentation Improvements or additions to documentation enhancement New feature or request help wanted Extra attention is needed
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