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