My Python Workspace

My research workspace for graduation thesis

Feature

includings

• pyenv
• anaconda 3
• jupyterlab
• jupyter nbextensions
• nodejs
• julia
• r

pacakges

• pymc3
• tensorflow / keras / chainer / theano / scikit learn
• scikit image / opencv
• numpy / scipy
• pandas
• matplotlib / seaborn
• etc

Requirement

Install Docker Community Edittion.

• https://www.docker.com/community-edition

Getting Started

launch workspace

$ docker-compose up -d

boot jupyterlab

$ docker-compose exec admin jupyter lab

go to localhost:8080

boot tensor board

$ docker-compose exec admin tensorboard --logdir=./path/to/logs

go to localhost:6006

destory workspace

$ docker-compose down

start/stop worksplace

if you want to stop workspace temporarily,

$ docker-compose stop

and, if you want to start stopped workspace

$ docker-compose start