bbradt
Postdoc working on Machine Learning and Software Development for Neuroimaging at TReNDS center for NeuroImaging and Data Science.
Tri-Institutional Research Center for Neuroimaging and Data ScienceAtlanta, GA
Pinned Repositories
3D-Point-Cloud-Visualization
Alzheimers-Project
Very old data fusion project using Alzheimers microArray data
dfncluster
dFNC typically employs K-means clustering. How can methods like GMMs, DBSCAN, etc. improve fMRI results?
edad
Efficient Distributed Auto-Differentiation in Pytorch
ica_torch
Refactor of Alvaro's ICA numpy implentation in pytorch
RESCAL-GD
A Gradient-Descent implementation of Nickel 2011 RESCAL multi-relational recommender system via tensor factorization. The aim is to avoid the large inverse in vanilla RESCAL's ALS update. Variations on Gradient Descent, including but not limited to Stochastic Gradient Descent methods are or will also be implemented.
coinstac-mancova
MANCOVA analysis of covariates following backreconstruction
coinstac_ddfnc_pipeline
test repo to demonstrate ddfnc and group ica pipelines
coinstac_spatially_constrained_ica
coinstac_ica_nipype
djica_paper_code_release
Code Release for the 2018 NeuroImage paper, which uses MATLAB to perform simulated djICA
bbradt's Repositories
bbradt/dfncluster
dFNC typically employs K-means clustering. How can methods like GMMs, DBSCAN, etc. improve fMRI results?
bbradt/ica_torch
Refactor of Alvaro's ICA numpy implentation in pytorch
bbradt/seq2brain
Predicting Functional MRI dynamics with audio/visual input
bbradt/3D-Point-Cloud-Visualization
bbradt/Aurora
Spring 2020 VGDev Game
bbradt/bbradt.github.io
bbradt/edad
Efficient Distributed Auto-Differentiation in Pytorch
bbradt/brainviz-docker
bbradt/caffe
Caffe
bbradt/catalyst
Accelerated DL & RL
bbradt/catalyst-dad
bbradt/cortex
A machine learning library for PyTorch
bbradt/CTformer
This repository includes implementation of CTformer on Low-dose CT Denoising
bbradt/Dynamic_BrainAge
LSTM For Predicting BrainAge from dFNC
bbradt/DynIB
Dynamic IB
bbradt/GameGameGameGame
VGDev Project for Fall 2019
bbradt/gift
Group ICA/IVA software (MATLAB)
bbradt/gift-nipype
bbradt/HistoryHex
Repository for HistoryHex Development.
bbradt/IDNNs
explore DNNs via Infomration
bbradt/KryxExtractor
A tool for extracting and exporting Kryx's DnD 5e homebrew.
bbradt/MelodyStar
A MIDI controlled rhythm game
bbradt/MeshVit
(Dilated) Vision Transformer for Gray/White Matter Segmentation
bbradt/neuronis
bbradt/NPEET-torch
Pytorch implementation of NPEET library for Non-Parametric Mutual Information Estimation
bbradt/PVT
bbradt/Random-Pokemon-Generator
Source code for randompokemon.com
bbradt/rank_dynamics
bbradt/scikit-learn
scikit-learn: machine learning in Python
bbradt/video-caption.pytorch
pytorch implementation of video captioning