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explainX

Explainable AI for data scientists

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explainx explainx Public

Explain & debug any blackbox machine learning model with a single line of code.

Python 451 58

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explainx Public
Explain & debug any blackbox machine learning model with a single line of code.

explainX/explainx's past year of commit activity

Python 451 MIT 58 2 4 Updated Jul 13, 2026
Visual-Counterfactuals Public
A visual counterfactual explanation of predictions by machine learning models. Work adapted from https://arxiv.org/abs/2003.02428.

explainX/Visual-Counterfactuals's past year of commit activity

Python 3 2 0 0 Updated Jan 13, 2021
Surrogate-Rule-Exploration-Method Public
Easily explain the behavior of machine learning models using decision rules generated by decision trees. Work adapted from https://github.com/nyuvis/SuRE

explainX/Surrogate-Rule-Exploration-Method's past year of commit activity

JavaScript 3 3 0 0 Updated Oct 19, 2020
PyCEbox Public Forked from AustinRochford/PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox

explainX/PyCEbox's past year of commit activity

Jupyter Notebook 0 MIT 36 0 0 Updated May 29, 2020

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