Friendly Introduction to Temporal Graph Neural Networks (and some Traffic Forecasting) Published 2021-12-02 Download video MP4 360p Recommendations 16:28 Traffic Forecasting with Pytorch Geometric Temporal 1:54:59 Think Graph Neural Networks (GNN) are hard to understand? Try this two part series.. 11:38 Introduction to graph neural networks (made easy!) 15:00 Understanding Graph Attention Networks 1:12:20 Theoretical Foundations of Graph Neural Networks 1:28:00 Learning the Structure of Graph Neural Networks | Mathias Niepert | heidelberg.ai 1:42:18 Intro to Machine Learning & Neural Networks. How Do They Work? 1:59:06 Do you want to know Graph Neural Networks (GNN) implementation in Python? 18:51 Equivariant Neural Networks | Part 1/3 - Introduction 44:59 Transfer learning and Transformer models (ML Tech Talks) 1:16:53 Graph Representation Learning (Stanford university) 08:18 Understanding Graph Neural Networks | Part 1/3 - Introduction 05:10 Graph Attention Networks (GAT) in 5 minutes 59:00 An Introduction to Graph Neural Networks: Models and Applications 13:09 The basics of spatio-temporal graph neural networks 29:15 Graph Neural Networks: A gentle introduction 10:30 Why Neural Networks can learn (almost) anything 12:09 Self-/Unsupervised GNN Training Similar videos 14:46 Traffic forecasting model using Graph Neural Network 14:28 Graph Neural Networks - a perspective from the ground up 27:14 StemGNN: Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting (PART 1) 18:11 Converting a Tabular Dataset to a Temporal Graph Dataset for GNNs 15:22 Converting a Tabular Dataset to a Graph Dataset for GNNs 09:16 TGN: Temporal Graph Networks for Dynamic Graphs 15:08 Deep learning with dynamic graph neural networks 08:35 The ultimate intro to Graph Neural Networks. Maybe. 16:48 How to use edge features in Graph Neural Networks (and PyTorch Geometric) 15:44 USTGCN:Unified Spatio Temporal Modeling for Traffic Forecasting using Graph Neural Network@IJCNN2021 15:07 How to explain Graph Neural Networks (with XAI) More results