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Pedro Henrique da Costa Avelar's Projects

centrality-multitask icon centrality-multitask

Code for the Paper "Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network" published at ICANN2019

dgnn icon dgnn

Trying to convert GNNs/MPNNs' message passing procedure into ODEs

edge icon edge

EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning

ganban icon ganban

Graph-based Kanban app prototype

graph-neural-networks icon graph-neural-networks

A model builder helper for creating graph neural networks akin to the ones described in https://arxiv.org/abs/1704.01212, https://arxiv.org/abs/1802.03685, https://ieeexplore.ieee.org/document/4700287 and later used as the companion for the formalization in https://arxiv.org/abs/1901.07984

graph-nn icon graph-nn

Generic code to produce Graph Neural Networks such as NeuroSAT

graph-odenet icon graph-odenet

Experiments for Graph Neural Networks with Discrete and Continuous Residual Layers

maui icon maui

Multi-omics Autoencoder Integration: Deep learning-based heterogenous data analysis toolkit

nand2tetrishw icon nand2tetrishw

Automatically exported from code.google.com/p/nand2tetrishw

nmp_qc icon nmp_qc

Neural Message Passing for Computer Vision

relational-nn icon relational-nn

Code trying to replicate https://papers.nips.cc/paper/7082-a-simple-neural-network-module-for-relational-reasoning on the CLEVR dataset.

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