IntelligenceLab - Docker Images
This repo includes files and scripts to build Docker Images for Data Science Environment.
This docker image including basic environment to run a Jupyter Notebook (or JupyterHub) with Python 3, R 3.4, OpenJDK 8, NodeJS 8.
The images is built based on
debian:stretch, although only tested on x86 platform, it is expected to be able to run on ppc64le platform.
conda is installed, we do not recommend to use conda to install a lib/package, because:
- Conda does not support some platform like ppc64le yet, building from source will make your image run or more platform.
- Conda does not provide a stable linux system library repo yet, for example, some lib works well on
debian:jessiebut fail on
- Conda does not reuse the existing system library yet, if a system lib is already intalled, conda install it again.
This docker image is built based on
docker_baes, which install some frequent used Python/R packages and Jupyter Notebook extension.
These images are highly customizable, if you find a system lib / Python module / R packages is missing,
you can easily add one in the
install_XX.list in the