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@pbiecek

Przemysław Biecek

pbiecek
Warsaw, Poland

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/

1 sponsor has funded pbiecek’s work.

@hoxo-m

Featured work

  1. ModelOriented/DALEX

    moDel Agnostic Language for Exploration and eXplanation

    Python 1,391
  2. 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.

    R 682
  3. pbiecek/xai_resources

    Interesting resources related to XAI (Explainable Artificial Intelligence)

    R 819
  4. kassambara/survminer

    Survival Analysis and Visualization

    R 512
  5. ModelOriented/randomForestExplainer

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

    R 230
  6. rOpenGov/eurostat

    R tools for Eurostat data

    R 237

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