Christoph Molnar | Data Scientist | Author

Christoph Molnar

Author of Interpretable Machine Learning

I spent a decade making models understandable. Now I work on tabular foundation models.

Currently Working on Tabular Foundation Models

My latest obsession is tabular foundation models. I wrote “Tabular Foundation Models”, a short and opinionated guide to TabPFN and the tabular revolution. Models like these are pretrained on millions of datasets and make predictions through in-context learning, with no training or hyperparameter tuning on your task, and increasingly they beat the state-of-the-art. All chapters are written and the book is now in beta — read it for free at tabularfoundationmodels.com.

Tabular Foundation Models book cover

Newsletter

I write Mindful Modeler, a newsletter on machine learning with statistical mindfulness: interpretability and topics beyond predictive performance. Subscribe here.

Books

I’ve written several books on interpretable ML, conformal prediction, and modeling mindsets. Browse all books.

Get in Touch

Questions about the books, corrections, or something to say about tabular foundation models? Write to hello@christophmolnar.com.