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stites committed Nov 15, 2020
1 parent 7a3f606 commit 1db3b90a52ae2b8c8cd4158d2831c15e81c9b305
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@@ -1,6 +1,6 @@
---
title: "{{ replace .Name "-" " " | title }}"
date: {{ .Date }}
draft: true
draft: false
---

@@ -30,12 +30,7 @@ markup:
unsafe: true
tableOfContents:
startLevel: 1
menu:
# before: []
after:
- name: "Github"
url: "https://github.com/stites/probabilistic-programming.org"
weight: 10


params:
# (Optional, default light) Sets color theme: light, dark or auto.
@@ -51,22 +46,22 @@ params:
# /static/logo.png then the path would be 'logo.png'
BookLogo: '/pcombinator.png'

# (Optional, default none) Set leaf bundle to render as side menu
# When not specified file structure and weights will be used
BookMenuBundle: '/menu'
# # (Optional, default none) Set leaf bundle to render as side menu
# # When not specified file structure and weights will be used
# BookMenuBundle: '/menu'

# (Optional, default docs) Specify section of content to render as menu
# You can also set value to "*" to render all sections to menu
BookSection: 'systems'
BookSection: '*'

# Set source repository location.
# Used for 'Last Modified' and 'Edit this page' links.
BookRepo: 'https://github.com/stites/probabilistic-programming.org'

# # Enable 'Edit this page' links for 'doc' page type.
# # Disabled by default. Uncomment to enable. Requires 'BookRepo' param.
# # Path must point to the site directory.
# BookEditPath: 'edit/master/exampleSite'
# Enable 'Edit this page' links for 'doc' page type.
# Disabled by default. Uncomment to enable. Requires 'BookRepo' param.
# Path must point to the site directory.
BookEditPath: 'edit/master/content'

# (Optional, default January 2, 2006) Configure the date format used on the pages
# - In git information
@@ -29,10 +29,3 @@ We believe that the probabilistic programming language approach within AI has th
*Please see our [collection of research articles on probabilistic programming](/research)*

A growing body of literature studies probabilistic programming from an array of perspectives. The individual project pages linked below often contain lists of publications, although we aim to collect these in our own master list as well. A related but distinct body of work is that of <a href="https://web.archive.org/web/20141221190829/http://en.wikipedia.org/wiki/Approximate_Bayesian_computation" class="external text" title="http://en.wikipedia.org/wiki/Approximate_Bayesian_computation">Approximate Bayesian Computation (ABC)</a>, which focuses on likelihood-free methods, developed originally to tackle statistical queries in population genetics but now applied more broadly. The website for the <a href="https://web.archive.org/web/20141221190829/http://www.i-like.org.uk/index.html" class="external text" title="http://www.i-like.org.uk/index.html">i-Like research programme</a> links to a number of very interesting articles. Another related area of research is <a href="https://web.archive.org/web/20141221190829/http://en.wikipedia.org/wiki/Statistical_relational_learning" class="external text" title="http://en.wikipedia.org/wiki/Statistical_relational_learning">Statistical Relational Learning</a>, which is in general interested in distributions on structured spaces (e.g., models of first order languages) where there may be uncertainty in the number and types of objects.

<h2>Existing probabilistic programming systems</h2>

{{ range where .Site.Pages "Section" "systems" }}
{{ .Title }}
{{ end }}

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---
title: "Modeling Cognition with Probabilistic Programs"
date: 2020-11-15T11:50:55-05:00
draft: false
---

Andreas Stuhlmüller. Modeling Cognition with Probabilistic Programs: Representations and Algorithms. PhD thesis, Massachusetts Institute of Technology, 6 2015.

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---
title: "Pyro"
date: 2020-11-14T21:52:15-05:00
date: 2019-11-14T21:52:15-05:00
description: "python, pytorch"
---

title: "Pyro"
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{{ if .IsHome }}
<h2>Existing probabilistic programming systems</h2>

<ul>
{{ range (where .Site.RegularPages "Section" "systems").ByDate.Reverse }}
{{ if isset .Params "description" }}
<li>{{ .Title }}: {{ .Description }}</li>
{{ else }}
<li>{{ .Title }}</li>
{{ end }}

{{ end }}
</ul>

<h2>Tutorials and Books</h2>

<ul>
{{ range (where .Site.RegularPages "Section" "resources").ByDate.Reverse }}
{{ if isset .Params "description" }}
<li>{{ .Title }}: {{ .Description }}</li>
{{ else }}
<li>{{ .Title }}</li>
{{ end }}
{{ end }}
</ul>

<h2>Workshops</h2>

<ul>
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{{ if isset .Params "description" }}
<li>{{ .Title }}: {{ .Description }}</li>
{{ else }}
<li>{{ .Title }}</li>
{{ end }}
{{ end }}
</ul>
{{ end }}
@@ -0,0 +1 @@
<a href="https://github.com/stites/probabilistic-programming.org"><i>Github</i></a>
@@ -0,0 +1 @@
<i>Github</i>
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# :

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