This repository shows the use of DVC on the Lego mini-figure dataset.
- R (see installation)
r-base-dev
libcurl4-openssl-dev
libmagick++-dev
- Python 3.8
- pipenv (
pip3 install pipenv
) - A kaggle API key (see instructions)
Or use docker image from lego-mlops-runner
Rscript -e "install.packages('renv'); renv::init(); renv::restore(); torch::install_torch()"
pipenv --python 3.8 sync
pipenv shell
git checkout or git pull
dvc checkout # to retrieve data
dvc repro # run the pipeline