Christoph Molnar — Machine Learning Author, Educator, and Consultant
Author of Interpretable Machine Learning
I help practitioners and researchers apply machine learning effectively, with a special focus on interpretability.
Currently Working on Tabular Foundation Models
My latest obsession is tabular foundation models. I’m writing “Tabular Foundation Models”, a hands-on guide to TabPFN, TabICL, 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. Read the in-progress version at tabularfoundationmodels.com.
Books
I’ve written several books on interpretable ML, conformal prediction, and modeling mindsets. Browse all books.