Cover 5

Interpretable Machine Learning

Interpretable Machine Learning

A Guide For Making Black Box Models Explainable

By
Christoph Molnar
Christoph Molnar

Ratings1

Average rating5

15

List

22 books

Career

glitsyn
Glitsyn
Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making
Strong Towns
Escaping the Housing Trap: The Strong Towns Response to the Housing Crisis
Probability Theory: The Logic of Science
Modeling Mindsets: The Many Cultures Of Learning From Data
Supervised Machine Learning for Science: How to stop worrying and love your black box

List

18 books

Data Analysis

glitsyn
Glitsyn
Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making
Supervised Machine Learning for Science: How to stop worrying and love your black box
Statistical Rethinking: A Bayesian Course with Examples in R and Stan
INFORMATION THEORY, INFERENCE, AND LEARNING ALGORITHMS.
Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information