graph-synthesis

There are 0 repository under graph-synthesis topic.

basiralab / GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
graph-neural-network graph-prediction biomarker network-neuroscience brain-connectivity brain-disorders geometric-deep-learning gans predictive-intelligence graph-integration graph-fusion graph-synthesis graph-superresolution graph-timeseries gnn gnns brain-gnn
198
basiralab / HADA
HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.
gcn-architecture graph-convolutional-networks geometric-deep-learning hierarchical-domain-alignment deep-graph-alignment graph-alignment network-neuroscience brain-graphs adversarial-graph-prediction graph-synthesis graph-prediction graph-classification gnns hada graph-neural-networks
Language:Python 9
basiralab / 4D-FedGNN-Plus
Federating temporally-varying graph timeseries
gnn graph-neural-networks temporal-data timeseries-forecasting 4d-gnn brain-connectivity brain-networks federated-learning generative generative-learning graph-synthesis missing-data network-neuroscience
Language:Jupyter Notebook 7
basiralab / 4D-FED-GNN
Federated time-dependent graph evolution prediction with missing timepoints.
brain-connectivity brain-network federated-learning gnn graph-neural-networks longitudinal-data missing-data network-prediction graph-generation graph-synthesis predictive-learning
Language:Python 4
basiralab / LG-DADA
Learning-guided Graph Dual Adversarial Domain Alignment (LG-DADA) framework for predicting a target graph from a source graph.
graph-generation graph-neural-networks dual-network adversarial-learning domain-alignment clustering brain-connectivity network-neuroscience autism-spectrum-disorder graph-synthesis
Language:Python 1