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Tutorial on Hierarchical Bayesian Models

This tutorial works through chapter 9 of Goodman & Tenenbaum’s ProbMods. Assuming little prior knowledge, the first part deals with bags of marbles. That forms the basis for the second part about learning overhypotheses.

0 Introduction

Outline of the tutorial and a very brief introduction to JavaScript

Bayesian models of iterated learning

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