This repo provides the code used to generate the data found in Generalization in multitask deep neural classifiers: a statistical physics approach. It is provided as-is, but we will do our best to answer any questions added to the repo.
docker/Dockerfile: The Dockerfile declaring all dependencies for the repo.multitask/train.py: The main training script. It has a lot of options that can be viewed withtrain.py -hmultitask/data.py: The data generating function for the teacher networks