The Cause-Effects Information Bottleneck model (CEIB) and the Information Curve based on CEIB

This repository contains the code for the Cause-Effects Information Bottleneck model (CEIB) and the Information Curve based on CEIB

Information curve experiment

Plot Information Curve on the Infant Health and Development Program (IHDP) dataset:
Run : InformationCurve.py

Perform CEIB on IHDP dataset:
Run : Main.py

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
.idea		.idea
__pycache__		__pycache__
datasets		datasets
models		models
util		util
.DS_Store		.DS_Store
InformationCurve.py		InformationCurve.py
Main.py		Main.py
Plot.py		Plot.py
Plot.pyc		Plot.pyc
README.md		README.md
datasets.py		datasets.py
datasets.pyc		datasets.pyc
evaluation.py		evaluation.py
evaluation.pyc		evaluation.pyc
master_thesis.pdf		master_thesis.pdf
pickle.pkl		pickle.pkl
utils.py		utils.py
utils.pyc		utils.pyc