xailens dashboard and utilities
Project description
xaicompare
Under development as part of my MSc project, XAI Compare allows model developers to compare Explainable AI methods and explanations between models, including scikit-learn models and LLMs.
Setup & Install
- This repo uses Git LFS for large files. Before cloning, install Git LFS:
sudo apt install git-lfs # Ubuntu brew install git-lfs # macOS git lfs install
- Install with
As this is a proof of concept framework, not all model, XAI method or visualisation type has been developed. However, the architecture (adapter pattern) allows new model types, XAI methods and visualisations to be added without large changes to the codebase.
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