willprice/coms30301-jupyter-notebook repository overview

⁠Docker Development Environment: COMS30301 Machine Learning Notebook

A Jupyter notebook environment for ML in R using Weka and Python using scikit-learn.

This was developed for the "Introduction to ML" class (COMS30301) at the University of Bristol.

⁠Usage

$ mkdir notebooks
$ docker run -p 8888:8888 -p "$PWD:notebooks:/home/jovyan/work" willprice/jupyter-r-weka

Finally point your brower to http://localhost:8888⁠ to access the Jupyter notebook.

⁠Features

• Everything from jupyter/r-notebook⁠
• Python
• Python packages:
  • scikit-learn
• OpenJDK 7
• R Packages:
  • rJava⁠, Java VM bindings for R
  • RWeka⁠, R interface to Weka, a collection of ML algorithms for data mining
  • partykit⁠, A toolkit for representing, summarizing and visualising tree structured regression and classifications models

⁠Build

$ docker build -t willprice/coms30301-jupyter-notebook .