gadpetrovich/ds-py3

Docker containers for data science in python (with CPU and GPU support)

Docker containers with python 3 environment (with GPU support) for data science

For a "CPU only" container switch to cpu branch

Installation directory

git clone https://github.com/analysiscenter/ds-py3.git
cd ds-py3

NVIDIA driver

Check whether the driver is installed and its version:

nvidia-smi

To install the latest NVIDIA driver execute utils/install_nvidia_410.sh.

If the installation succeeds, the GPU list will be shown.

Docker

To install Docker and NVIDIA-docker2 execute utils/install_docker.sh.

If the installation succeeds, the list of GPUs available within a docker container will be shown.

Container

To prepare a docker environment run utils/create_env.sh.

Map additional disks to subdirectories within /notebooks.

Set a password in run/config/jupyter_notebook_config.py.

Run jupyter

See run/README.md or just execute:

cd run
./run.sh