graph-prediction

Here are 9 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

biomarker gans brain-connectivity geometric-deep-learning gnns network-neuroscience gnn graph-neural-network graph-fusion graph-synthesis graph-prediction brain-disorders graph-superresolution predictive-intelligence graph-integration graph-timeseries brain-gnn

Updated Feb 27, 2023

lmotte / graph-prediction-with-fused-gromov-wasserstein

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Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT library (Python Optimal Transport).

machine-learning supervised-learning optimal-transport structured-prediction graph-prediction

Updated Feb 25, 2022
Python

gulabpatel / Graph_Neural_Network

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deepwalk transformer rdkit label-prediction link-prediction gcn gcnn node2vec node-classification graph-prediction node2vec-embeddings rdkit-chem pygeometric gcnconv mlp-gcn gnn-xai

Updated Feb 24, 2024
Jupyter Notebook

basiralab / HADA

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HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.

graph-convolutional-networks graph-classification geometric-deep-learning gnns network-neuroscience graph-neural-networks gcn-architecture graph-alignment hierarchical-domain-alignment deep-graph-alignment brain-graphs adversarial-graph-prediction graph-synthesis graph-prediction hada

Updated Jun 2, 2020
Python

basiralab / ReMI-Net

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Recurrent multigraph integrator network using graph neural network.

recurrent-neural-networks brain-connectivity geometric-deep-learning graph-learning graph-neural-networks graph-fusion graph-prediction connectional-brain-template generative-learning graph-integration

Updated Jan 4, 2022
Python

lmotte / metabolite-identification-with-fused-gromov-wasserstein

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Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 for solving the metabolite identification problem.

machine-learning optimal-transport structured-prediction molecular-graphs graph-prediction