create env
conda create -n wineq1 python=3.7 -y
activate env
conda activate wineq1
created a req file
install the req
pip install -r requirements.txt
download the data from
https://drive.google.com/drive/folders/18zqQiCJVgF7uzXgfbIJ-04zgz1ItNfF5?usp=sharing
git init
dvc init
if dvc does not intiate then downgrade the fsspec
pip install fsspec==2022.1.0
dvc add data_given/winequality.csv
git add .
git commit -m "first commit"
oneliner updates for readme
git add . && git commit -m "update Readme.md"
git remote add origin https://github.com/vikram0888/wine.git
git branch -M main
git push -u origin main
used to track the inputs and outputs of data science experiments, version your data, and collaborate
dvc repro
compare the metrics of two different versions of a data set
dvc metrics diff
show metrics
dvc metrics show
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