Experiments for the Semi-Empirical Theory of Learning
This package uses [[https://rye.astral.sh/guide/installation/][rye]] to set up the python environment. To install rye, run this command from a terminal:
curl -sSf https://rye.astral.sh/get | bash
Once rye is installed, then run
rye sync
to set up the python environment. This will also install jupyter lab for running the notebooks.
Once that step is completed, then do,
cd pytorch/saved_models/SETOL/MNIST
unzip SETOL_experiments.zip
which will unpack the saved experimental results file.
The plots in the paper are generated by the notebooks in the notebooks folder. If the above commands have been run
successfully, and if the pytorch directory is in the $PYTHONPATH when running the jupyter lab, then the notebooks
should be able to generate all of the plots.