Articles by Przemyslaw Biecek

Summarise the 2020 with R and rgl

December 31, 2020 | Przemyslaw Biecek

The end of the year is a great time to summarize accomplishments of the team. This year in MI2DataLab we summarized good things that happend in the form of baubles on the christmas tree (yes, this is the only known exception for using 3D plots). Each c...
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XAI in Python with dalex

April 10, 2020 | Przemyslaw Biecek

The dalex is the Python library developed by Wojciech Kretowicz and Hubert Baniecki for Explanatory Model Analysis / eXplainable Artificial Intelligence.In MI2DataLab we have built many tools for the exploration, explanation and visualization of machin...
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#explainCovid19 challenge

March 13, 2020 | Przemyslaw Biecek

For some time, I’ve been interested in the verification of software libraries for eXplainable Artificial Intelligence (XAI). Not only in terms of the number of implemented algorithms but also actual usability for the end user. I found that it is chal...
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May the XAI be with you!

December 23, 2019 | Przemyslaw Biecek

New version of the ingredients package (v 0.5) was released on CRAN few days ago. Below I will show largest changes made in this version.The ingredients package is a part of DrWhy family of tools for model exploration and explanation. To make this pre...
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