equitable-ai-research Goto Github PK
Name: Equitable AI Research Core
Type: Organization
Name: Equitable AI Research Core
Type: Organization
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Interpretability and explainability of data and machine learning models
detect demographic differences in the output of machine learning models or other assessments
Papers on fairness in NLP
ml-bias-analysis
Data and analysis for 'Machine Bias'
A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc
Source code for "Selective Regression under Fairness Criteria"
A Python package to assess and improve fairness of machine learning models.
Healthcare-specific tools for bias analysis
Fairness Transferability subject to Distribution Shift
Datasets derived from US census data
PyTorch package to train and audit ML models for Individual Fairness
Lime: Explaining the predictions of any machine learning classifier
📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
OmniXAI: A Library for eXplainable AI
Revisiting ProPublica's COMPAS score and two-year general recidivism dataset
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.