ustunb

risk-slim

simple customizable risk scores in python

actionable-recourse

python tools to check recourse in linear classification

slim-python

simple customizable scoring systems in python

ctfdist

repair classifiers with disparate impact

slim-matlab

Optimized scoring systems for classification problems in MATLAB

dcptree

Code for the paper Fairness without Harm

classification-pipeline

fairuse

Code for ICML 2023 Paper: "When Personalization Harms Performance: Reconsidering the use of Group Attributes in Prediction"

recidivism-prediction

code for the paper: interpretable tools for recidivism prediction

cshock

Cardiogenic Shock

ldasearch

miplib2017-slim

SLIM instances for MIPLIB 2017

reachml

ai_on_threads

ainow

Website for the AI Now Symposium

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.

fatml-website

group-em

create student groups with preferences

handx

Markdown handouts + exercises

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pyenv

Simple Python version management

PyomoGettingStarted

IPython notebooks that illustrate the Pyomo optimization modeling software

v97

Proceedings of ICML 2019