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Kiana Alikhademi, Ph.D.'s Projects

aequitas icon aequitas

Aequitas, a directed fairness testing framework machine learning models.

cf-feasibility icon cf-feasibility

Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

decisiontree.jl icon decisiontree.jl

Julia implementation of Decision Tree (CART) and Random Forest algorithms

drwhy icon drwhy

DrWhy is the collection of tools for Explainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

explainable-ai-1 icon explainable-ai-1

This repository is being maintained by https://github.com/MohammadYousufHussain

explainableai icon explainableai

Teaching Cozmo to explain its actions using reinforcement learning.

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

projects icon projects

These are projects I am doing in my free time to acquire more knowledge

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