Pinned Repositories
pmtools
actionable-recourse
python tools to check recourse in linear classification
classification-pipeline
ctfdist
repair classifiers with disparate impact
dcptree
Code for the paper Fairness without Harm
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
risk-slim
simple customizable risk scores in python
slim-matlab
Optimized scoring systems for classification problems in MATLAB
slim-python
simple customizable scoring systems in python
ustunb's Repositories
ustunb/risk-slim
simple customizable risk scores in python
ustunb/actionable-recourse
python tools to check recourse in linear classification
ustunb/slim-python
simple customizable scoring systems in python
ustunb/ctfdist
repair classifiers with disparate impact
ustunb/slim-matlab
Optimized scoring systems for classification problems in MATLAB
ustunb/dcptree
Code for the paper Fairness without Harm
ustunb/classification-pipeline
ustunb/fairuse
Code for ICML 2023 Paper: "When Personalization Harms Performance: Reconsidering the use of Group Attributes in Prediction"
ustunb/recidivism-prediction
code for the paper: interpretable tools for recidivism prediction
ustunb/cshock
Cardiogenic Shock
ustunb/miplib2017-slim
SLIM instances for MIPLIB 2017
ustunb/reachml
ustunb/ai_on_threads
ustunb/ainow
Website for the AI Now Symposium
ustunb/capstone-malware-domain
Website for Malware Domain (UCSD Capstone)
ustunb/cmu-comp-or
A series of tutorials for conducting computational experiments with optimization solvers
ustunb/cornell-cs5785-applied-ml
Teaching materials for the applied machine learning course at Cornell Tech
ustunb/cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
ustunb/disparate-impact
Code for the paper "Directions of Disparate Impact"
ustunb/fair-classification
Python code for training fair logistic regression classifiers.
ustunb/fatml-website
ustunb/group-em
create student groups with preferences
ustunb/handx
Markdown handouts + exercises
ustunb/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
ustunb/pyenv
Simple Python version management
ustunb/PyomoGettingStarted
IPython notebooks that illustrate the Pyomo optimization modeling software
ustunb/v97
Proceedings of ICML 2019