Causality Causality Workbench                                                             Challenges in Machine Learning Causality

Causality Challenge #3: Cause-effect pairs

Register to our Google group causalitychallenge to keep informed!

Papers and slides

Reading group

A few of the papers below are being discussed at our reading group. This is a opportunity to ask questions to the experts.


A few cause-effect pair algorithms

See also the cause-effect pair webpage at the Max Planck Institute.


We provide sample code that interfaces to number of algorithms. The source code is in the directory: Code/mfunc/causa. The algorithms include:

Further help

Help for may be obtained by writing to the Kaggle website forum or emailing the organizers to See also the Frequently Asked Questions.