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XAI

Repository of Machine Learning workshop on Explainable AI

Authors: Marcos Moreno Blanco, Rachel Trimble and Adrián Fernández Cid

The repository contains all necessary documents and code to replicate the submitted report:

  • Literature - Contains the papers reviewed for the report and that can be found in References
  • Notebooks - Contains the jupyter notebooks in which we implement LIME and test our models with and without LIME-based feature engineering. We also include an example of the use of the InterpletML library on our dataset.

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