Michiel Stock
June 16, 2022
This post is a Pluto.jl notebook introducing sum-product networks, powerful probabilistic models where marginalization, conditioning, and sampling are all tractable.
---
title: "Sum-product networks"
date: 2022-06-16
categories: [julia, maths]
description: "An introduction to sum-product networks — probabilistic models with tractable inference."
aliases:
- "/posts/2022/2022-06-16-SPNs/"
freeze: true
---
This post is a [Pluto.jl](https://plutojl.org/) notebook introducing sum-product networks, powerful probabilistic models where marginalization, conditioning, and sampling are all tractable.
[View the interactive notebook](notebook.html){.btn .btn-primary}