basiralab / RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
☆67Updated last year
Related projects: ⓘ
- ☆48Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆80Updated last year
- Benchmarks for Graph Machine Learning in Brain Connectomics☆23Updated 2 weeks ago
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆23Updated 4 years ago
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆95Updated 3 years ago
- ☆65Updated 2 years ago
- ☆29Updated 2 years ago
- This repository contains a dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.☆46Updated last year
- Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch☆53Updated 4 years ago
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆119Updated last month
- Collection of papers relating data-driven higher-order graph/networks researches.☆64Updated last year
- Graph Echo State Networks for Pytorch☆19Updated last year
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆107Updated last year
- Federating temporally-varying graph timeseries☆7Updated last year
- The PyTorch version of ChebyNet.☆32Updated last month
- How to fuse a population of graphs into a single one using graph neural networks?☆24Updated 10 months ago
- ☆39Updated 3 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆45Updated 2 years ago
- Variational Graph Recurrent Neural Networks - PyTorch☆112Updated 4 years ago
- Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).☆56Updated 2 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆42Updated 11 months ago
- ☆11Updated 2 years ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆33Updated 5 months ago
- Gradient gating (ICLR 2023)☆51Updated last year
- ☆46Updated last year
- A list for GNNs and related works.☆78Updated 2 weeks ago
- Neural Dynamics on Complex Networks☆49Updated 3 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆71Updated last year
- ☆85Updated last year
- A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.☆206Updated last year