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James Budarz's Projects

aif360 icon aif360

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.

alibi icon alibi

Algorithms for monitoring and explaining machine learning models

explainx icon explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

home-assistant-core icon home-assistant-core

:house_with_garden: Open source home automation that puts local control and privacy first.

inclusivenessanalyzer icon inclusivenessanalyzer

GitHub Action that checks code and docs for offensive / exclusive terms and provides warnings.

mbta-card icon mbta-card

Custom card for the MBTA predictions component.

metaflow icon metaflow

:rocket: Build and manage real-life data science projects with ease!

pygtfs icon pygtfs

A python (2/3) library for GTFS

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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