RDS Paper Project

Paper: Nassar, Jafar & Rahhal, "A novel deep multi-criteria collaborative filtering model", Knowledge-Based Systems (2020).

Open the notebook (PDF) All code with outputs, opens right here in the browser. 17 pages.

Other files

• Simple explanation of the project (read this before presenting)
• Notebook file (.ipynb) (for Jupyter or Google Colab)
• Slides (.pptx)
• Everything in one zip (6.6 MB)

Code files

• deepmccf.py (the paper's model)
• improved.py (our improved model)
• run_experiments.py (runs all tests)
• prepare_data.py (cleans the data)
• dev_select.py (how we chose our settings)
• accuracy_metrics.py (extra accuracy numbers)
• README.md (how to run)

Temporary page for our class.