Pinned Repositories
bishalth01
Config files for my GitHub profile.
Brain-ROI-Aware-Graph-Isomorphism-Networks-BrainRGIN-
Extending from the existing graph convolution networks, our approach incorporates a clustering-based embedding and graph isomorphism network method in the graph convolutional layer to reflect nature of the brain sub-network organization and efficient expression, in combination with TopK pooling and attention-based readout functions.
Brain_Age_Prediction
Prediction of Age using Brain Images using Deep Learning models
BrainGNN_Pytorch
A preliminary implementation of BrainGNN
coinstac
Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation
coinstac-ssr-fsl
Coinstac Code for Single-Shot Regression (ssr) on FreeSurfer Data
coinstac_sparse_dinunet
DSAM
Dynamic SpatioTemporal Attention Model
SailentGrads
SpatioTemporalGNNBrain
Spatio-temporal graph neural networks for brain
bishalth01's Repositories
bishalth01/Brain-ROI-Aware-Graph-Isomorphism-Networks-BrainRGIN-
Extending from the existing graph convolution networks, our approach incorporates a clustering-based embedding and graph isomorphism network method in the graph convolutional layer to reflect nature of the brain sub-network organization and efficient expression, in combination with TopK pooling and attention-based readout functions.
bishalth01/coinstac_sparse_dinunet
bishalth01/DSAM
Dynamic SpatioTemporal Attention Model
bishalth01/SpatioTemporalGNNBrain
Spatio-temporal graph neural networks for brain
bishalth01/bishalth01
Config files for my GitHub profile.
bishalth01/Brain_Age_Prediction
Prediction of Age using Brain Images using Deep Learning models
bishalth01/BrainGNN_Pytorch
A preliminary implementation of BrainGNN
bishalth01/coinstac
Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation
bishalth01/coinstac-ssr-fsl
Coinstac Code for Single-Shot Regression (ssr) on FreeSurfer Data
bishalth01/SailentGrads
bishalth01/coinstac_sparse_gradients
Distributed Neural Network training with sparse gradients
bishalth01/dinunet_implementations
Template for Distributed Neural Net. Works with Freesurfer volumetric data by default but can be extended to work with any other dataset
bishalth01/early-stopping-pytorch
Early stopping for PyTorch
bishalth01/FedDC
An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"
bishalth01/Generative-Adversarial-Networks-GANs-Implementation-on-MNIST
Custom GANs implementation for MNIST
bishalth01/GMT
Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)
bishalth01/Graph-Attention-Networks
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
bishalth01/graphSAGE-pytorch
A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.
bishalth01/Interpretable-Graph-Neural-Networks
Interpretable graph neural networks for fMRI data
bishalth01/mama
bishalth01/microsoft-AdaGNN
Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.
bishalth01/microsoft_DeepGNN
DeepGNN is a framework for training machine learning models on large scale graph data.
bishalth01/NeuroImageDistTraining
Training distributed sparse neural network for structural MRI data
bishalth01/pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
bishalth01/SCGT
Self Clustering Graph Transformers to model the graphs that has sub-networks, allowing the attention mechanism to be different for each cluster.
bishalth01/Single-shot-pruning-Neural-Network
bishalth01/sparse-dinunet-implementation
bishalth01/spatio-temporal-brain
A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
bishalth01/Variational-Autoencoders
Custom Variational Autoencoders implementation for MNIST
bishalth01/vision
Datasets, Transforms and Models specific to Computer Vision