Pytorch Geometric tutorial

Pytorch Geometric

Join the session 2.0 :)

Advance Pytorch Geometric Tutorial

Tutorial 1

What is Geometric Deep Learning?

Posted by Antonio Longa on February 16, 2021

Tutorial 2

PyTorch basics

Posted by Gabriele Santin on February 23, 2021

Tutorial 3

Graph Attention Network GAT

Posted by Antonio Longa on March 5, 2021

Tutorial 4

Convolutional Layers - Spectral methods

Posted by Gabriele Santin on March 12, 2021

Tutorial 5

Aggregation Functions in GNNs

Posted by Giovanni Pellegrini on March 19, 2021

Tutorial 6

Graph Autoencoder and Variational Graph Autoencoder

Posted by Antonio Longa on March 26, 2021

Tutorial 7

Adversarial Regularizer Autoencoders

Posted by Gabriele Santin on April 2, 2021

Tutorial 8

Graph Generation

Posted by Antonio Longa on April 9, 2021

Tutorial 9

Recurrent Graph Neural Networks

Posted by Giovanni Pellegrini on April 16, 2021

Tutorial 10

DeepWalk and Node2Vec THEORY

Posted by Gabriele Santin on April 23, 2021

Tutorial 11

DeepWalk and Node2Vec PRACTICE

Posted by Gabriele Santin on April 30, 2021

Tutorial 12

Edge Analysis

Posted by Antonio Longa on May 7, 2021

Tutorial 13

MetaPath2vec

Posted by Antonio Longa on May 14, 2021

Tutorial 14

Data handling in PyG (part 1)

Posted by Giovanni Pellegrini on May 21, 2021

Tutorial 15

Data handling in PyG (part 2)

Posted by Giovanni Pellegrini on May 28, 2021

Tutorial 16

Specia Guest: Matthias Fey

Posted by Matthias Fey on June 4, 2021

Tutorial 17

Specia Guest: Sergei Ivanov

Posted by Sergei Ivanov on June 11, 2021

Tutorial 18

Graph pooling: DIFFPOOL

Posted by Giovanni Pellegrini on June 18, 2021