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title: Just the Docs Template | ||
description: A starter template for a Jeykll site using the Just the Docs theme! | ||
title: "CS7470 Fall23" | ||
description: "Course webpage for CS7470, taught at Northeastern University by Steven Holtzen in Fall 2023" | ||
theme: just-the-docs | ||
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url: https://just-the-docs.github.io | ||
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aux_links: | ||
Template Repository: https://github.com/just-the-docs/just-the-docs-template | ||
# Template Repository: https://github.com/just-the-docs/just-the-docs-template |
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--- | ||
title: Home | ||
title: Syllabus | ||
layout: home | ||
--- | ||
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This is a *bare-minimum* template to create a Jekyll site that uses the [Just the Docs] theme. You can easily set the created site to be published on [GitHub Pages] – the [README] file explains how to do that, along with other details. | ||
# CS 7470: Topics in Programming Languages: Foundations of Probabilistic Programming | ||
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If [Jekyll] is installed on your computer, you can also build and preview the created site *locally*. This lets you test changes before committing them, and avoids waiting for GitHub Pages.[^1] And you will be able to deploy your local build to a different platform than GitHub Pages. | ||
* Instructor: Steven Holtzen, `[email protected]` | ||
* Session: Fall 2023 | ||
* Meeting time: Tuesday/Friday 9:50 am - 11:30 am (EST) | ||
* Location: Ryder Hall 433 (email Steven for remote participation link) | ||
* Office hour: TBD | ||
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More specifically, the created site: | ||
Probabilistic programming languages (PPLs) use the syntax and semantics of | ||
programming languages to define probabilistic models. PPLs enable a diverse | ||
audience – data scientists, systems designers, medical doctors, etc. – to design | ||
and reason about probabilistic systems. PPLs are becoming a central topic in | ||
artificial intelligence and programming languages research, with increasing | ||
interest from industry and academia in designing and applying PPLs. | ||
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- uses a gem-based approach, i.e. uses a `Gemfile` and loads the `just-the-docs` gem | ||
- uses the [GitHub Pages / Actions workflow] to build and publish the site on GitHub Pages | ||
The goal of this course is to introduce the core ideas of probabilistic | ||
programming languages: probabilistic inference, semantics, program analysis, | ||
language design, and applications. The course will consist of formal lectures as | ||
well as research presentations by students surveying the modern landscape of | ||
developments in probabilistic programming. There will be a minor project | ||
involving implementing a probabilistic programming language, and a self-directed | ||
term project that aims to deeply explore some of the core ideas of probabilistic | ||
programming. | ||
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Other than that, you're free to customize sites that you create with this template, however you like. You can easily change the versions of `just-the-docs` and Jekyll it uses, as well as adding further plugins. | ||
# Schedule | ||
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[Browse our documentation][Just the Docs] to learn more about how to use this theme. | ||
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To get started with creating a site, just click "[use this template]"! | ||
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If you want to maintain your docs in the `docs` directory of an existing project repo, see [Hosting your docs from an existing project repo](https://github.com/just-the-docs/just-the-docs-template/blob/main/README.md#hosting-your-docs-from-an-existing-project-repo) in the template README. | ||
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---- | ||
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[^1]: [It can take up to 10 minutes for changes to your site to publish after you push the changes to GitHub](https://docs.github.com/en/pages/setting-up-a-github-pages-site-with-jekyll/creating-a-github-pages-site-with-jekyll#creating-your-site). | ||
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[Just the Docs]: https://just-the-docs.github.io/just-the-docs/ | ||
[GitHub Pages]: https://docs.github.com/en/pages | ||
[README]: https://github.com/just-the-docs/just-the-docs-template/blob/main/README.md | ||
[Jekyll]: https://jekyllrb.com | ||
[GitHub Pages / Actions workflow]: https://github.blog/changelog/2022-07-27-github-pages-custom-github-actions-workflows-beta/ | ||
[use this template]: https://github.com/just-the-docs/just-the-docs-template/generate |
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--- | ||
title: Reading | ||
layout: home | ||
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Extended reading list and annotated bibliography for the course. |