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Name: Machine Reasoning and Learning Research Group

Type: Organization

Bio: Research Group of the Institute of Informatics at the Federal University of Rio Grande do Sul (UFRGS), focused on Neural-Symbolic Machine Learning and Reasoning

Machine Reasoning and Learning Research Group's Projects

gnn-gcp icon gnn-gcp

Graph Neural Network architecture to solve the decision version of the graph coloring problem (GCP)

graph-nn icon graph-nn

Generic code to produce Graph Neural Networks such as NeuroSAT

mlbf icon mlbf

Machine Learning over Boolean Formulas

spixel-gat icon spixel-gat

Companion code of "Superpixel Image Classification with GraphAttention Networks"

tsp-gnn icon tsp-gnn

Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G with up to a given cost?)

typed-graph-network icon typed-graph-network

A model builder helper for creating graph neural networks akin to the ones described in https://arxiv.org/abs/1806.01261 and https://ieeexplore.ieee.org/document/4700287

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