Public | Automated Build

Last pushed: 2 months ago
Short Description
Docker image for Data Analysis and Machine Learning with Python.
Full Description

Python Machine Learning Devkit

Docker image for data analysis and machine learning with python & Jupyter Lab.

Usage

  • Pull Image

    docker pull v1shwa/ml-devkit    
    
  • Launch jupyter lab in detached mode

    docker run -p 8888:8888 -d v1shwa/ml-devkit
    
  • Mount current directory as data volume

    docker run -p 8888:8888 -v $(pwd):/appdata -d v1shwa/ml-devkit
    
  • Set a custom password for jupyter lab. (default: password)

    docker run -p 8888:8888 -v $(pwd):/appdata -e NB_PASSWORD="mynewpass"  -d v1shwa/ml-devkit
    

    You can now access the jupyter lab at localhost:8888

What's in it?

  • Python 3.6
  • pip
  • numpy
  • scipy
  • scikit-learn
  • pandas
  • matplotlib
  • nltk
  • gensim
  • theano
  • jupyter
  • tensorflow
  • keras

License

The MIT License

Docker Pull Command
Owner
v1shwa
Source Repository