A lot of good work by Cynthia Rudin http://online.liebertpub.com/doi/pdf/10.1089/big.2014.0021 and her tools are open sourced (her papers https://users.cs.duke.edu/~cynthia/papers.html and tools https://users.cs.duke.edu/~cynthia/code.html)