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.

Usage

  • Pull Image

    docker pull v1shwa/ml-devkit    
    
  • Launch a jupyter notebook 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 notebook. (default: password)

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

    You can now access the jupyter notebook 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

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