This PR is intended to update configs and plotting scripts which can be referenced from the dendrites arXiv paper to reproduce results. The changes are
centroid.py now contains experiments for 2, 5, 10, 25, 50, and 100 permtedMNIST tasks with the appropriate hyperparameters, as not all configs were previously present,
plotting scripts to identify subnetworks have been updated (figure_1b.ipynb has been renamed hidden_activations_per_task.ipynb, but GitHub shows that the file was deleted).
(The changes to gating.py just remove some dependencies from centroid.py; no functional changes have been made.)
This PR is intended to update configs and plotting scripts which can be referenced from the dendrites arXiv paper to reproduce results. The changes are
centroid.pynow contains experiments for 2, 5, 10, 25, 50, and 100 permtedMNIST tasks with the appropriate hyperparameters, as not all configs were previously present,figure_1b.ipynbhas been renamedhidden_activations_per_task.ipynb, but GitHub shows that the file was deleted).(The changes to
gating.pyjust remove some dependencies fromcentroid.py; no functional changes have been made.)