Hubert Baniecki created an awesome package dime for serverless HTML interactive model exploration. The experimental version is at Github, here is the pkgdown website. It is a part of the DrWhy.AI project. How does it work? With the DALEX package you can create local and global model explanations for ... [Read more...]

R markdown is great for building reports that are easily re-rendered based on new or evolving data. But when you're on the road and can't run your R markdown report, what do you do? Usually, I'd say enjoy the fact that you're on the road or holiday and leave it ... [Read more...]

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XAI (eXplainable artificial intelligence) is a fast growing and super interesting area. Working with complex models generates lots of problems with model validation (on test data performance is great but drops at production), model bias, lack of stability and many others. We need more than just local explanations for predictive ... [Read more...]

Earlier this month I, together with two other Mangoes, made my way to France for the 2019 edition of useR!. useR! brings together users and developers both from academia and the industry. This year it was hosted in Toulouse and together with side-events covered the second week of July. It was ... [Read more...]