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PyConUS 2019 - Model Interpretability Tutorial

Content for the Model Interpretability Tutorial at Pycon US 2019

Slides

Available here

Setup instructions

On your machine

With Anaconda:

conda install --file requirements.txt -c conda-forge

With pip:

pip install -r requirements.txt

Running

jupyter notebook

Then use the __skeleton.ipynb files to work on the exercises, the __solution.ipynb contain solutions.

On Google Colab

Open one of the notebooks below and click on OPEN IN PLAYGROUND to start your own version after logging in to Google Drive.

Eli5

LIME

SHAP

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