/ml-devkit

Docker image for Data Analysis and Machine Learning with Python

Primary LanguagePythonMIT LicenseMIT

Python Machine Learning Devkit Codacy Badge Build Status Docker Automated buil

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