stefanoteso / caipi

CAIPI turns LIMEs into trust!

Caipi

An implementation of the CAIPI framework for interactive explanatory learning.

Required Packages

Caipi is written in Python 3.5. Make sure that you have the following packages:

• numpy
• sklearn
• lime
• blessings
• nltk for the 20 newsgroups task
• skimage for the image classification task

Usage

You can run CAIPI as follows:

    python3 caipi.py $problem $learner $example-selection-strategy

For the complete list of options, type:

    python3 caipi.py --help