This is the repo for the pwc Workshop "Open the Black-box using model agnostic explanation" at the WeAreDevelopers AI Congress 2018 in Vienna.
Prior to the workshop, please make sure that you have Python 3 and pip and the following libraries installed: jupyter, sklearn, pandas, lime, ipywidgets, (optionally keras and tensorflow).
[Basic lime example with random forest](WRD workshop ohe random forest.ipynb)
[Special lime example with cross-validation and keras](WRD workshop keras cv.ipynb)