Daniele Grattarola

Graph Neural Networks with Keras and Tensorflow 2.

danielegrattarola

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

danielegrattarola

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

danielegrattarola

Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).

danielegrattarola

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

danielegrattarola

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

danielegrattarola

Code for "Learning Graph Cellular Automata" (NeurIPS 2021).

danielegrattarola

Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).

danielegrattarola