Titanic

First you need to download data from Kaggle : https://www.kaggle.com/c/titanic or you can also just create your own data folder which contains your data files

Installation

pip install dvc

Initialisation

dvc init
dvc remote add localStorage /tmp/titanic-storage (you can add -d option for setting a default remote)

Share Data

 dvc add data
 dvc push
 git add data.dvc

You can check now that actual data file has been copied to the remote we created in the configuration chapter

ls -R /tmp/titanic-storage

You can then check all works by first deleting your data folder to retrieve them from the remote

rm -rf data
dvc pull

Reproducibility

dvc repro pipeline/Dvcfile

Keep track of your experiment

git add .
git commit -m '...'
git tag -a '...' -m ''
dvc push 

Visualize your experiments

dvc metrics show -T

Launch Flask App

python __main__.py

Keep in .dvc/cache only what you need on your current branch

dvc gc

Retrieve the right outputs considering your branch

dvc checkout