Version 0.2.1 of the modelStudio package reached CRAN this week. Let me shortly overview coolest new features (list of all changes).Short reminder: The modelStudio package creates an interactive serverless D3.js dashboard for exploration of predictive ...

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...

https://xkcd.com/927/Recently, I have faced a tough challenge. We were doing a proof of concept for the champion-challenger analysis + XAI exploration. It was done with a business partner that has its models written as if-else queries in salesforce. Pa...

by: Adam IzdebskiAmazing things were created during summer internships at MI2DataLab this year. One of them is the generator of natural language descriptions for DALEX explainers developed by Adam Izdebski.Is text better than charts for explanations?P...