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Machine Learning With Docker

A docker image with serveral machine learning tools installed. Based on tensorflow/tensorflow

Includes

  • Python
  • Tensorflow
  • Scikit Learn
  • Pandas
  • Numpy
  • PIP
  • PYMSQL

Setup

  • Install Docker
  • Optional - Create Folder to Share with Docker Container
  • Download Latest Docker Image
    • docker pull njmote/ml-starter
  • Start Docker Container
    • docker run -i -t -p 8888:8888 njmote/ml-starter
  • Visit https://Docker IP Address:8888 to Login and use Jupyter Server
  • Default Jupyter Password is ml-starter
  • Optional - Start Docker Container With Shared Notebook Folder
    • docker run -i -t -p 8888:8888 -v /c/notebooks/:/notebooks/projects njmote/ml-starter
  • Optional - Change default memory
    • docker-machine stop
    • VBoxManage modifyvm default --cpus 2
    • VBoxManage modifyvm default --memory 4096
    • docker-machine start