mmschlk/iXAI

Create Example Notebook files showcasing the explanation methods

mmschlk opened this issue · 1 comments

mmschlk commented

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 commented

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