/ml-lab

a docker image for machine learning and data science

Primary LanguagePythonApache License 2.0Apache-2.0

ml-lab

This a docker image for machine learning and data science.

docker-hub

The docker hub url is https://hub.docker.com/repository/docker/u2509/mllab

docker tags

base
FROM continuumio/anaconda3:2021.11
install wget curl vim
jupyterhub jupyterlab pyecharts python-gitlab ipympl
micro
FROM u2509/mllab:base
install jupyter labextensions,include

    jupyter labextension install @jupyter-widgets/jupyterlab-manager &&\    
    jupyter labextension install @jupyterlab/toc &&\ 
    jupyter labextension install @aquirdturtle/collapsible_headings &&\
    jupyter labextension install @krassowski/jupyterlab_go_to_definition &&\    
    jupyter labextension install @lckr/jupyterlab_variableinspector &&\   
    conda install -c conda-forge jupyterlab-git &&\
    jupyter labextension install neptune-notebooks &&\
    jupyter labextension install @jupyterlab/github &&\
    jupyter labextension install jupyterlab-spreadsheet

how to use

  1. create container docker run -d -it -p 8001:8000 --name ml-lab u2509/mllab
  2. use the system
    http://127.0.0.1:8001

user:ml01
password:ml01@ml