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Hi 👋

About me

My professional interests include eXplainable Artificial Intelligence (XAI) and Computer Vision.

Alicja Gosiewska's Projects

dalex icon dalex

Descriptive mAchine Learning EXplanations

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.

gra-pw-padpy-2016 icon gra-pw-padpy-2016

horizontal shooter game was created as a project for PADPy 2016 on Warsaw University of Technology.

ibreakdown icon ibreakdown

Very experimental version of the iBreakDown package.

localmodel icon localmodel

LIME-like explanations with interpretable features based on Ceteris Paribus curves.

nestedcv icon nestedcv

Nested cross-validation for accurate confidence intervals for prediction error.

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