l2x

Contributing

To setup development environment, fist of all just clone repository:

$ git clone git@github.com:ml-libs/l2x.git

Create virtualenv with python3.6. For example using virtualenvwrapper commands could look like:

$ cd l2x
$ mkvirtualenv --python=`which python3.6` l2x

After that please install libraries required for development:

$ pip install -r requirements-dev.txt
$ pip install -e .

Paper

Learning to Explain: An Information-Theoretic Perspective on Model Interpretation Jianbo Chen, Le Song, Martin J. Wainwright, Michael I. Jordan https://arxiv.org/abs/1802.07814

Requirements

• Python 3.6+