Mindful Modeler

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How conformal predicition relates to bootstrapping, Bayesian inference and frequentist probability
Christoph Molnar
Tips on picking non-conformity scores and evaluation
Christoph Molnar
1
Conformal prediction is not just 1 method, but a general recipe: understand once, apply everywhere
Christoph Molnar
2
Two approaches that give you prediction intervals
Christoph Molnar
1

December 2022

The surprisingly simple recipe that underpins this universal uncertainty quantification method
Christoph Molnar
8
Using conformal prediction in just 3 lines of code
Christoph Molnar
22
I’ve got an early Christmas present for you 🎁 Starting next week, this newsletter will temporarily turn into an intuitive introductory course for…
Christoph Molnar
1
How to create arbitrary, fictive datasets with a simple script using GPT-3
Christoph Molnar

November 2022

Why it can be hard to get started and how it differs from other modeling mindsets
Christoph Molnar
Changes to your modeling process, like using PCA, can destroy interpretability. Here's how to leverage model-agnostic interpretation for arbitrary…
Christoph Molnar
Methods like SHAP, LIME and permutation importance can disagree. Disagreements can but don't have to hint at problems.
Christoph Molnar
How having more than one modeling mindset has helped me get unstuck on some modeling projects.
Christoph Molnar
4
© 2023 Christoph Molnar
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