code for project about shared functional features

conda environment

conda create --name sharedFuncFeat python=3.6.8
conda install cudatoolkit=10.0.130
conda install cudnn=7.6.0=cuda10.0_0
pip install --upgrade tensorflow-gpu==1.14.0
pip install keras==2.2.4
pip install 'h5py==2.10.0' --force-reinstall

open access paper

https://www.sciencedirect.com/science/article/pii/S2666389921002038

preprint

https://psyarxiv.com/jv3r2/

data shared

stimuli (image files and GMF parameters) as well as responses
https://osf.io/7yx28/

data from

https://www.nature.com/articles/s41562-019-0625-3

code for beta-VAE was adapted from:

https://github.com/alecGraves/BVAE-tf
(unlicense license)

code for triplet loss network was adapted from:

https://github.com/noelcodella/tripletloss-keras-tensorflow
(MIT license)

cdaube/sharedFunctionalFeatures