iXAI
iXAI copied to clipboard
Create Example Notebook files showcasing the explanation methods
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.
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