This is where I compete in Kaggle competitions :]
This repo follows a conda + poetry environment setup following the rough mold of this StackOverflow question's top answer.
conda env create -n {name} -f {environment-osx.yaml | environment-linux.yaml}
conda activate {name}
poetry install
mamba env update -f {environment-osx.yal | environment-linux.yaml} --prune
poetry update