Neurocoder

Code of Neurocoder paper
ICML version: https://proceedings.mlr.press/v162/le22b.html
Code Ref:

• Continual Learning tasks: https://github.com/GT-RIPL/Continual-Learning-Benchmark
• Other tasks: TBU

Setup

pip install -r requirements.txt

Install other packages if possible

Continual Learning Tasks

cd cl
mkdir data

Run baseline MLP

./scripts/split_MNIST_incremental_domain.sh  mlp

Run baseline Neurocoder

./scripts/split_MNIST_incremental_domain.sh  nsa

Notes:

• Results are logged in cl/outputs/
• Choose CL backbone by modifying cl/scripts/split_MNIST_incremental_domain.sh
• Core model code is in cl/models/nsa.py