- docker
- docker-machine (to deploy to google cloud)
docker-machine create docker-dsp -d google --google-project={project_id} --google-machine-type n1-highmem-8 --google-disk-size "10" --google-disk-type "pd-standard" --google-preemptible --google-machine-image ubuntu-os-cloud/global/images/family/ubuntu-1404-lts --google-scopes "https://www.googleapis.com/auth/cloud-platform"eval $(docker-machine env docker-dsp)docker run -d -p 8888:8080 -e "PROJECT_ID={project_id}" eyadsibai/docker-dsp start.sh jupyter lab --NotebookApp.token=''- get the ip address of the machine
docker-machine ip docker-dsp-
open the site http://{docker-machine ip docker-dsp}:8080
-
to stop the machine
docker-machine stop docker-dsp
docker-machine start docker-dsp- to delete the instance
docker-machine rm docker-dsp###Note when you stop the machine, it would cost you nothing except for the disk that you have it attached. For Google cloud (10GB of disk would cost ~0.4$/month)
docker run -d -p 8888:8888 -v <local path>:/home/jovyan/work eyadsibai/docker-dsp start.sh jupyter lab --NotebookApp.token=''- write a better readme (Why? and How?)
- access local files (whether running locally or on google machine)
- install caffe
- install vw and xgboots command line
- install other command lines packages
- configs for matplotlib and others