create env

conda create -n wineq python=3.8 -y

activate env

conda activate wineq

created requirements.txt

install the requirements

pip install -r requirements.txt

git init

dvc init

dvc add data_given/winequality.csv

git add .

git commit -m "first commit"

git remote add origin https://github.com/rickspark4/dvc-demo.git

git branch -M main

git push origin main

one liner update

git add . && git commit -m "msg"

dvc repro

dvc metrics show

dvc metrics diff

tox command -

tox

for rebuilding -

tox -r 

pytest command

pytest -v

setup commands -

pip install -e . 

build your own package commands-

python setup.py sdist bdist_wheel

pip install jupyterlab

jupyter-lab notebooks/