dasturge Goto Github PK

bids-specification

Brain Imaging Data Structure (BIDS) Specification

cvae

3d conditional variational autoencoder

darrick-takehome

dasturge.github.io

my github pages blogsite

dcm2bids

Reorganising NIfTI files from dcm2niix into the Brain Imaging Data Structure

dconn_infomap

wraps the infomap "map equation" software for use in brain network detection

distributed_cnn

Project to take a CNN with parallel maxpooling layers and optimize it to run on multiple gpus, packing the computational efficiency where appropriate.

dv_rblog

static site as a data visualization portfolio using blogdown

effective_nmt

implementation of neural network in "Effective Approaches to Attention-based Neural Machine Translation"

eisen-core

Core functionality of Eisen

metaflow-docs

mriprocessingprojecttools

Some basic algorithms for 3 dimensional image processing (not optimized). Main script runs a simple brain extraction pipeline

munet

notebooks

Jupyter notebooks for tutorials, presentations, and machine learning projects

readthedocs.org

The source code that powers readthedocs.org

registration

image registration using tensorflow

rgcnn

Neural Recommender System from "Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks"

spatial_transformer_networks

ipython notebook walkthrough of the spatial transformer modules outlined in Deepmind's paper.

svisionblog

blog for code examples

travellingappraiser

Solves a particular variant of mTSP using a genetic algorithm. Uses Google Maps API to get traffic times and display routes.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vvaenet

V-Net with a VAE twist for regularization