Shared Reproducibility

DVC remotes provide a location to store arbitrarily large files and directories.

First, you need to create a new folder on our Google Drive, navigate to the new folder and copy the last part of the URL.

You can now add a DVC remote to our project:

dvc remote add --default myremote gdrive://{COPY PASTED GDRIVE URL}

More info: https://dvc.org/doc/command-reference/remote/add#description

The results of the pipeline can now be shared with others by using dvc push and dvc pull.

dvc push -j 4

You will be prompted for Google Drive credentials the first time you run dvc push/pull.

# Researcher A
# Updates hparam
dvc repro
git add . git commit -m "Updated hparam"
git push && dvc push

# Researcher B
git pull && dvc pull
# Receives changes

Other Remotes

This commands works the same regardless of the remote type. See all the available remotes: