This project is for automatic humor detection based on semantic feature selection. The scientific side of it is described in:
Mikhalkova, Elena, and Yuri Karyakin. "PunFields at SemEval-2017 Task 7: Employing Roget's Thesaurus in Automatic Pun Recognition and Interpretation." Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017). 2017. http://anthology.aclweb.org/S/S17/S17-2072.pdf
This is not a ready-made package, but a number of Python-2.7 files that can be added to your project. Any help in improving it and making it an installable toolkit is welcome!
The file 'Roget' was created based on: Peter Mark Roget. 2004. Roget’s thesaurus of English words and phrases. Project Gutenberg. at http://www.gutenberg.org/ebooks/10681