learnware

This repository contains files for the Learnware machine learning model. The jupyter notebook for our model-building process is at https://github.com/kurosouza/learnware/blob/master/lop_notebook.ipynb

You can view the Markdown file containing our first-pass results here

This project uses the Open University Learning Analytics Dataset compiled by Roxanne Russell. Thanks to him for the amazing work.

data preprocessing

The dataset has a nicely laid out structure:

Image credits: https://analyse.kmi.open.ac.uk/open_dataset

Much of the data is contained in the student_vle table and if your data processing environment has strict storage or memory constraints, you may need to trim out some of the data from that table. See the data preparation notebook for an example on how to do that.

You can send me an email if you have any questions: kurosouza[at]yahoo[dot]com.

Thanks for stopping by!