This is the Graph Neural Networks: Hands-on Session from the Stanford 2019 Fall CS224W course.
In this tutorial, we will explore the implementation of graph neural networks and investigate what representations these networks learn. Along the way, we'll see how PyTorch Geometric and TensorBoardX can help us with constructing and training graph models.
Pytorch Geometric tutorial part starts at -- 0:33:30
Details on:
* Graph Convolutional Neural Networks (GCN)
* Custom Convolutional Model
* Message passing
* Aggregation functions
* Update
* Graph Pooling
List of 51 TensorFlow deep learning tutorial videos. TensorFlow™ is an open source software library for numerical computation using data flow graphs....
Use a computer? Game on a PC? Ever wonder how those graphics get so pretty? Let's go inside your high-end graphics card with this animation. Subscribe for mo...
Proteins play countless roles throughout the biological world, from catalyzing chemical reactions to building the structures of all living things. Despite this wide range of functions all proteins are made out of the same twenty amino acids, but combined in different ways. The way these twenty amino acids are arranged dictates the folding of the protein into its primary, secondary, tertiary, and quaternary structure. Since protein function is based on the ability to recognize and bind to specific molecules, having the correct shape is critical for proteins to do their jobs correctly. Learn more about the relationship between protein structure and function in this video.
A collection of .BLEND and .FBX files to accompany the Robotic Design with Blender tutorial series on YouTube:(Part 1) https://youtu.be/aRBHMRa6pIA(Part 2) https://youtu.be/TKc-g84j2x8(Part 3) https://youtu.be/Cuo_ytkvCpo(Part
Hi Guys, I have Always been asked to share my code which I use in my video. Answering people’s questions is great, and the feeling you get when you solve a p...
Path tracing is a method for generating digital images by simulating how light would interact with objects in a virtual world. The path of light is traced by...
Der “VLC Media Player” eignet sich hervorragend für die Wiedergabe Ihrer Multimedia-Dateien in nahezu allen Formaten. Doch darüber hinaus kann das Multitalent viel mehr, als die meisten Nutzer wissen. Wir stellen Ihnen vier nützliche Funktionen vor, mit denen die kostenlose Software Ihren PC aufrüstet.
Mike Wiesner demoes using Spring Security 3 with its new features, such as expression language-based authorization and extensions, to implement authentication and authorization in Java applications.
Entstanden 2011 im Zuge der Einrichtung einer Bleisatzwerkstatt und dem Seminar "Bleisatz - Hand und Werk" des Lehrbeauftragten Dipl. Des. Tobias Jochinke M.A. an der FH Düsseldorf. Videoproduktion: Lukas Loss & Roman Tönjes Sounddesign: Roman Tönjes
Lex Spoon discusses the Scala programming language including the origin of Scala, the philosophy behind Scala, the Scala feature set, Object-Oriented and Functional programming in Scala, examples of Scala code, writing DSLs, how Scala is converted into Java, Scala performance, Abstract Data Types, unapply, actors and partial functions. Lex Spoon divides his time between two posts: he works at EPFL in Switzerland on the Scala team, and at IBM Research in New York on X10.
Welcome to the Talking Web Create interactive guided presentations by combining web pages, photos, Powerpoint and more with your voice, notes and highlights. Viewers can control the pages, scroll, click on links, view videos and more.
free ror screencasts Rack middleware is a way to filter a request and response coming into your application. In this episode I show how to modify the response body using middleware. Resources * Rack * rack-contrib * Full Episode Source Code
Welcome to the Google Docs Community Channel. We've recently revamped this channel to include new up-to-date videos and better organization. We hope you like the changes! The Google Docs Community Channel is a place where you can learn more about using Google Docs and how others are using it. It's chock full of tutorials, testimonials, and other fun stories from our users. It's also a great place to connect with other users by subscribing channels of users whose videos you like, and by having fun discussions in the comments sections. Some of the content on this channel has been produced by Google, but the most exciting stuff is produced by YOU, our users. If you've got a story to tell or a demo to show, visit our submission page here to have your video featured on this channel: goo.gl/qSfH. Most importantly, if you've never used Google Docs before but are intrigued by what you see, why don't you give it a try? Visit our Try It Now page (goo.gl/CwZaK) where you can test out Google Docs for yourself, without having to set up an account. Thanks for visiting. We look forward to joining you in the discussion!
Writing papers, giving research talks, and writing research proposals are key skills, but they aren't easy. This page describes how I approach each of these three challenges, in the hope that they may be useful to you.