Mindful Modeler | Christoph Molnar | Substack

Model-agnostic interpretation methods like PDP and SHAP require data for estimation. Now you could treat that simply as a nuisance, something to be dealt with like brushing your teeth every day.Thanks for reading Mindful Modeler! Subscribe for free to receive new posts and…

Christoph Molnar

Mar 21

New Top Community

This newsletter is a bit shorter, but it contains a gem: one of my favorite papers featuring adorable but mischievous creatures. (I’m chilling on my…

Christoph Molnar

Mar 14

Introduction To Conformal Prediction With Python is now also available as a print version (in color)! 🎉 You can get it from Amazon. What Is Conformal…

Christoph Molnar

Mar 7

Understanding the Differences for Better Machine Learning

Christoph Molnar

Feb 28

What it means to always pick the best perfoming model

Christoph Molnar

Feb 21

A Short Guide For Quantifying Uncertainty Of Machine Learning Models

Christoph Molnar

Feb 14

A most annoying misconception in the world of machine learning interpretability

Feb 7

Can ML models be scientific models?

Christoph Molnar

Jan 31

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