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Merge branch 'master' of https://github.com/snap-stanford/cs224w-notes

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Manan Shah 4 years ago
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baseurl: /cs224w-notes baseurl: /cs224w-notes
title: Course on machine learning with graphs
subtitle: Lecture notes for Stanford CS 224W.
author: Manan Shah
title: Course on Machine Learning with Graphs
subtitle: Lecture Notes for Stanford CS224W.
simple_search: http://google.com/search simple_search: http://google.com/search
description: LLecture notes for Stanford CS 224W.
description: Lecture Notes for Stanford CS224W.
name: cs224w-notes name: cs224w-notes
markdown_ext: "markdown,mkdown,mkdn,mkd,md" markdown_ext: "markdown,mkdown,mkdn,mkd,md"
permalink: /articles/:short_year/:title permalink: /articles/:short_year/:title
timezone: America/New_York
timezone: America/Los_Angeles
excerpt_separator: <!--more--> # you can specify your own separator, of course. excerpt_separator: <!--more--> # you can specify your own separator, of course.
exclude: ['Gemfile', 'Gemfile.lock', 'Rakefile', 'README.md'] exclude: ['Gemfile', 'Gemfile.lock', 'Rakefile', 'README.md']
post: post:

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index.md View File

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<span class="newthought">These notes</span> form a concise introductory course on machine learning with large-scale graphs. They mirror the topics topics covered by Stanford [CS224W](https://cs224w.stanford.edu), and are written by the CS 224W TAs. <span class="newthought">These notes</span> form a concise introductory course on machine learning with large-scale graphs. They mirror the topics topics covered by Stanford [CS224W](https://cs224w.stanford.edu), and are written by the CS 224W TAs.
{% include marginnote.html id='mn-construction' note='The notes are still under construction! They will be written up as lectures continue to progress. If you find any typos, please let us know, or submit a pull request with your fixes to our [GitHub repository](https://github.com/snap-stanford/cs224w-notes).'%} {% include marginnote.html id='mn-construction' note='The notes are still under construction! They will be written up as lectures continue to progress. If you find any typos, please let us know, or submit a pull request with your fixes to our [GitHub repository](https://github.com/snap-stanford/cs224w-notes).'%}
You too may help make these notes better by submitting your improvements to us via [GitHub](https://github.com/ermongroup/cs228-notes). Note that submitting substantial improvements will result in *bonus points* being added to your overall grade!
You too may help make these notes better by submitting your improvements to us via [GitHub](https://github.com/snap-stanford/cs224w-notes). Note that submitting substantial improvements will result in *bonus points* being added to your overall grade!
Starting with the Fall 2019 offering of CS 224W, the course covers three broad topic areas for understanding and effectively learning representations from large-scale networks: preliminaries, network methods, and machine learning with networks. Subtopics within each area correspond to individual lecture topics. Starting with the Fall 2019 offering of CS 224W, the course covers three broad topic areas for understanding and effectively learning representations from large-scale networks: preliminaries, network methods, and machine learning with networks. Subtopics within each area correspond to individual lecture topics.

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