This repository contains implementation of the Deep Memory Update architecture and experiments performed in the original paper.
Note : Use Python 3.7 or newer
- Install poetry
- Install environment by issuing
poetry install
in the root of the repository
- Activate the environment by
poetry shell
- Run the experiment, for example:
guild run dmu:order min-length=100 recurrent-cells="2 4" max_epochs=100
To reproduce a single run of an experiment for all recurrent modules run a shell script
from the experiments_repro
directory. For example to run NatLang experiment issue
./experiments_repro/nat_lang.sh
.