kdridi / kaggle

kaggle

Set user credentials

export KAGGLE_USERNAME=__my_kaggle_username_
export KAGGLE_KEY=__my_kaggle_key_

Clone project

cd /tmp
git clone https://github.com/kdridi/kaggle.git
cd kaggle

Prepare environment

python3 -m venv --prompt "kaggle.com" "$(pwd)/.env"
source .env/bin/activate

pip3 install --upgrade pip
pip3 install jupyterlab

Download Kaggle data

pip3 install kaggle

rm -rf .env/inputs
for challenge in $(cd notebooks; ls -d *); do
	mkdir -p .env/inputs/$challenge
	cd .env/inputs/$challenge
	kaggle competitions download -c $challenge
	unzip $challenge.zip
	rm $challenge.zip
	cd -
done

Install dependencies

pip3 install pandas

Launch Jupyter

bash -c "cd notebooks && jupyter-lab --ip=0.0.0.0"