Popular GitHub Repositories for Brain Connectivity

Regression Graph Neural Network (regGNN) for cognitive score prediction.

Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.

Federating temporally-varying graph timeseries

Federated time-dependent graph evolution prediction with missing timepoints.

StairwayGraphNet for inter- and inter-modality graph superresolution.