- Lighter version of datascience-docker
- DockerHub URL: https://hub.docker.com/repository/docker/youodf/datascience
This image includes
- jupyter notebook
- jupyter lab
- scikit-learn
- LightGBM
- PyTorch
- Tensorflow
- XGBoost
- CatBoost
- flake8
- isort
- black
- mypy
- matplotlib
- plotly
- seaborn
- bokeh
docker-compose build
Pull the docker image from DockerHub
docker pull youodf/datascience-light
docker run youodf/datascience-light COMMAND
pipenv install
JupyterLab
docker run youodf/datascience-light jupyter lab --ip='0.0.0.0' --allow-root --no-browser
Jupyter Notebook
docker run youodf/datascience-light jupyter notebook --ip='0.0.0.0' --allow-root --no-browser
Python scripts
docker run youodf/datascience-light python xxx.py