GemsLab / GroupINNLinks
GNN with summarization/grouping layer for speed and interpretability
☆15Updated 4 years ago
Alternatives and similar repositories for GroupINN
Users that are interested in GroupINN are comparing it to the libraries listed below
Sorting:
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated last week
- Implementation of Graph Convolutional Networks in TensorFlow☆13Updated 8 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Updated 4 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆51Updated 3 years ago
- "Explainable classification of brain networks via contrast subgraphs" - T. Lanciano, F. Bonchi, A. Gionis☆20Updated 3 years ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆12Updated 4 years ago
- Benchmarks for Graph Machine Learning in Brain Connectomics☆39Updated 8 months ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆55Updated 9 months ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆100Updated 2 years ago
- ADHD200 preprocessed☆19Updated 4 years ago
- A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.☆234Updated 2 years ago
- Graph CNNs for population graphs☆178Updated 3 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆59Updated 2 years ago
- ☆27Updated 2 years ago
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆68Updated 5 months ago
- Artificial neural networks for brain networks☆78Updated 4 years ago
- ☆32Updated 6 years ago
- An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment☆14Updated 10 months ago
- Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imagi…☆205Updated last year
- Implementation of the PersLay layer for persistence diagrams☆84Updated 2 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆33Updated 7 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆90Updated 2 years ago
- Probabilistic generative model for mixed-membership community detection in hypergraphs, that also allows to infer missing hyperedges of a…☆28Updated last year
- resources related to papers☆13Updated last month
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Updated 4 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Updated 4 years ago
- How to fuse a population of graphs into a single one using graph neural networks?☆26Updated last year
- Minimal scripts available for predictions on multiple datasets☆51Updated 6 years ago
- Python package for multi-view machine learning☆213Updated last year