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pbiecek

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I just like to make things. https://mi2.ai/

Funding Links: https://github.com/sponsors/pbiecek

GitHub Sponsors Profile

I work on tools that support predictive modeling.
All these tools are available as open source at https://github.com/ModelOriented/
My primary interests is in tools for eXplainable Artificial Intelligence / Interpretable Machine Learning, like https://github.com/ModelOriented/DALEX, https://github.com/ModelOriented/ingredients, https://github.com/ModelOriented/iBreakDown.
I also work on tools for model governance like https://github.com/pbiecek/archivist and model visualisation https://github.com/ModelOriented/DrWhy/

Featured Works

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Language: Python - Stars: 1415
ModelOriented/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.

Language: R - Stars: 689
pbiecek/xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

Language: R - Stars: 825
kassambara/survminer

Survival Analysis and Visualization

Language: R - Stars: 529
ModelOriented/randomForestExplainer

A set of tools to understand what is happening inside a Random Forest

Language: R - Stars: 233
rOpenGov/eurostat

R tools for Eurostat data

Language: R - Stars: 242
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