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Create Example Notebook files showcasing the explanation methods

Open mmschlk opened this issue 2 years ago • 1 comments

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 avatar Dec 06 '22 13:12 mmschlk

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 avatar Jan 02 '23 13:01 mmschlk