Berk Ustun's repositories
actionable-recourse
python tools to check recourse in linear classification
slim-python
simple customizable scoring systems in python
slim-matlab
Optimized scoring systems for classification problems in MATLAB
recidivism-prediction
code for the paper: interpretable tools for recidivism prediction
miplib2017-slim
SLIM instances for MIPLIB 2017
capstone-malware-domain
Website for Malware Domain (UCSD Capstone)
cmu-comp-or
A series of tutorials for conducting computational experiments with optimization solvers
cornell-cs5785-applied-ml
Teaching materials for the applied machine learning course at Cornell Tech
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
disparate-impact
Code for the paper "Directions of Disparate Impact"
fair-classification
Python code for training fair logistic regression classifiers.
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
PyomoGettingStarted
IPython notebooks that illustrate the Pyomo optimization modeling software