This module implements a set of functions to perform MAXENT from a causal perspective.
The code here can be used to reproduce the results in the publication Obtaining Causal Information by Merging Datasets with MAXENT. The parts of the plots using KCI are, unfortunately, not available. To reproduce the results in the article create a python 3.6+ environment, pip install all the requirements.txt file and export the cmaxent folder to your python path (when the environment is activated) in your command line, like this:
export PYTHONPATH="/directions/to/the/folder/cmaxent"
Finally, you should make sure that there is a results folder inside the experiments folder. Then you can reproduce all the results as easy as running the individual experiment files. For example, for the ROC curves, you can run in your command line:
python3 ./experiments/polynomial_experiment.py
