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Petri Dish NCA

What happens if we are able to put multiple different NCAs in a single substrate that compete for space?

Setup

curl -LsSf https://astral.sh/uv/install.sh | sh         # Or install uv another way

git clone https://github.com/SakanaAI/petri-dish-nca
cd petri-dish-nca
uv sync

Commands

  • basic: uv run python src/train.py --n-ncas 3 --epochs 1000 --device cpu
  • wandb logging: uv run python src/train.py --n-ncas 3 --epochs 10000 --device cuda --wandb
  • run with config: uv run python src/train.py --config configs/example.json

Configs

For additional configurations, you can load a JSON config file. Any parameters not specified in the config file will be set their default value in src/config.py