ustunb Goto Github PK
Name: Berk Ustun
Type: User
Company: UCSD
Bio: machine learning, optimization, human-centered design
Twitter: berkustun
Blog: www.berkustun.com
Name: Berk Ustun
Type: User
Company: UCSD
Bio: machine learning, optimization, human-centered design
Twitter: berkustun
Blog: www.berkustun.com
python tools to check recourse in linear classification
Website for the AI Now Symposium
Website for Malware Domain (UCSD Capstone)
A series of tutorials for conducting computational experiments with optimization solvers
Teaching materials for the applied machine learning course at Cornell Tech
Course notes for CS228: Probabilistic Graphical Models.
Cardiogenic Shock
repair classifiers with disparate impact
Code for the paper Fairness without Harm
Code for the paper "Directions of Disparate Impact"
Python code for training fair logistic regression classifiers.
Code for ICML 2023 Paper: "When Personalization Harms Performance: Reconsidering the use of Group Attributes in Prediction"
create student groups with preferences
Markdown handouts + exercises
SLIM instances for MIPLIB 2017
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Simple Python version management
IPython notebooks that illustrate the Pyomo optimization modeling software
code for the paper: interpretable tools for recidivism prediction
simple customizable risk scores in python
Optimized scoring systems for classification problems in MATLAB
simple customizable scoring systems in python
Proceedings of ICML 2019
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.