danielegrattarola

Daniele Grattarola's repositories

spektral

Graph Neural Networks with Keras and Tensorflow 2.

Language:PythonMIT2361 44 275

keras-gat

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

Language:PythonMIT472 12 31

twitter-sentiment-cnn

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

Language:Python155 15 16

GINR

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

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GNCA

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

Language:Python56 40

SRC

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

Language:Python56 3 1

deep-q-atari

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

Language:Python48 6 2

decimation-pooling

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

Language:Python19 40

cdt-ccm-aae

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

Language:PythonMIT10 50

ccm-aae

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

Language:PythonMIT6 40

danielegrattarola.github.io

My blog

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keras-multiplexer

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

Language:Python6 5 2

pncl

Plots in the browser with Python and Chart.js

Language:PythonMIT3 30

deepRFS

Deep Feature Extraction for Sample-Efficient Reinforcement Learning

Language:Python1 50

dashy

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

Language:VueMIT010

novelai-colab-ver

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

BSD-3-Clause000