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Daniele Grattarola's Projects

ccm-aae icon ccm-aae

Adversarial Autoencoders with Constant-Curvature Latent Manifolds (2018, https://arxiv.org/abs/1812.04314)

cdt-ccm-aae icon cdt-ccm-aae

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)

dashy icon dashy

๐Ÿš€ A self-hosted startpage for your server. Easy to use visual editor, status checking, widgets, themes and tons more!

decimation-pooling icon decimation-pooling

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

deep-q-atari icon deep-q-atari

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

deeprfs icon deeprfs

Deep Feature Extraction for Sample-Efficient Reinforcement Learning

ginr icon ginr

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

gnca icon gnca

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

keras-gat icon keras-gat

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

keras-multiplexer icon keras-multiplexer

A Keras layer that acts as multiplexer for Dense layers (Tensorflow backend only)

novelai-colab-ver icon novelai-colab-ver

You can use this version to experience how novelai works without a good gpu.

pncl icon pncl

Plots in the browser with Python and Chart.js

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

src icon src

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

twitter-sentiment-cnn icon twitter-sentiment-cnn

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

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