Create Environment

conda create -n wineq python=3.7 -y

activate env

conda activate wineq

created a requirements file

install the requirements

pip install -r requirements.txt

download the data from https://www.kaggle.com/datasets/uciml/red-wine-quality-cortez-et-al-2009

git init

dvc init

dvc add data_given/winequality-red.csv

git add .

git commit -m "first commit"

git add . && git commit -m "update Readme.md"

git remote add origin https://github.com/vedantgoswami/Redwine_MLflow.git
git branch -M main
git push origin main

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