Alternatives and similar repositories for RNN-GC

Users that are interested in RNN-GC are comparing it to the libraries listed below

• danielemarinazzo / KernelGrangerCausality
  Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity
  ☆35Updated 2 years ago
• KamalakerDadi / benchmark_rsfMRI_prediction
  Minimal scripts available for predictions on multiple datasets
  ☆51Updated 6 years ago
• sccnlab / pub-CVAE-MRI-ASD
  Code and materials for paper "Contrastive machine learning reveals the structure of neuroanatomical variation within Autism"
  ☆15Updated 3 years ago
• tjiagoM / spatio-temporal-brain
  A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
  ☆52Updated 3 years ago
• patrk / pyPTE
  Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy
  ☆26Updated last year
• zhangyu2ustc / GCN_fmri_decoding
  Brain decoding using graph convolutional network on fMRI time-series
  ☆40Updated 5 years ago
• nicofarr / brainnetcnnVis_pytorch
  Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method
  ☆31Updated 7 years ago
• mb3152 / brain_graphs
  graph theory analysis of fMRI data
  ☆15Updated 7 years ago
• brain-networks / edge-ts
  ☆10Updated 5 years ago
• iancovert / Neural-GC
  Granger causality discovery for neural networks.
  ☆229Updated 4 years ago
• hijoe320 / MVGC
  A simple Multivariate Granger Causality (MVGC) python tool rewritten from part of Matlab MVGC toolbox
  ☆25Updated 7 years ago
• libilab / rsfMRI-VAE
  Pytorch implementation of 'Representation Learning of Resting State fMRI with Variational Autoencoder'
  ☆31Updated 3 years ago
• GenLouvain / GenLouvain
  A generalized Louvain method for community detection implemented in MATLAB
  ☆117Updated last year
• elgazzarr / fMRIGNNs
  Benchmarking GNNs for fMRI analysis
  ☆25Updated 3 years ago
• SIMEXP / fmri_predict
  predicting fmri activaties from connectome
  ☆16Updated 6 years ago
• alien18 / GCN_SCZ_Classification
  ☆11Updated 3 years ago
• MRegina / connectome_conv_net
  Connectome-convolutional neural netvork for connectivity-based classificatin
  ☆37Updated 6 years ago
• ViniciusLima94 / pyGC
  Granger Causality library in python
  ☆38Updated 4 years ago
• trentool / TRENTOOL3
  Open-Source MATLAB toolbox for transfer entropy estimation
  ☆62Updated 8 years ago
• jeremykawahara / ann4brains
  Artificial neural networks for brain networks
  ☆79Updated 5 years ago
• mrahim / adni_rs_fmri_analysis
  ADNI resting-state fMRI analysis scripts
  ☆13Updated 10 years ago
• GidLev / cepy
  Implementation of the connectome embedding framework
  ☆16Updated last year
• mb-BCA / notebooks_review2019
  These Python notebooks reproduce some figures in the following preprint using the libraries pyMOU and NetDynFlow: https://www.biorxiv.org…
  ☆12Updated 2 years ago
• sgadgil6 / cnslab_fmri
  CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans
  ☆90Updated 2 years ago
• nomcomm / BrainConnectivitySocialNetwork_PNAS
  Analysis code for Schmaelzle, O'Donnell et al. (2017) PNAS
  ☆11Updated 8 years ago
• zzstefan / BrainNetClass
  ☆82Updated 4 years ago
• largeapp / Brain-Image-Analysis
  Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.
  ☆68Updated 6 months ago
• omidvarnia / Dynamic_brain_connectivity_analysis
  This repository covers our developed algorithms and techniques for dynamic brain connectivity analysis.
  ☆29Updated last year
• meeg-ml-benchmarks / brain-age-benchmark-paper
  M/EEG brain age benchmark paper
  ☆29Updated 2 years ago
• gidonro / Connectome-embeddings
  ☆10Updated 8 years ago