brain-connectivity topic
brainGraph
Graph theory analysis of brain MRI data
muse-js
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
nilearn
Machine learning for NeuroImaging in Python
PyNets
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
spectral_connectivity
Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
BrainNet-ML-ToolBox
Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.
RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
pyPTE
Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy