Final Project Repository

This repository is duplicated from https://github.com/akucukelbir/probprog-finalproject

For course Machine Learning with Probabilistic Programming

Project Summary

The goal of the project is to perform probabilistic matrix factorization on the anime dataset: to identify the potential interest of users and recommend to them new anime.

Data Source

The data is from the Anime Recommendations Database

• The rating.csv contains ratings that users give to different anime
  • user_id
  • anime_id
  • rating
• The anime.csv contains detailed information about anime

Development

Python 3.8.5

First activate your virtual environment and install all dependencies.

$ workon venv
(venv)$ pip install -r requirements.txt

To run final-notebook

(venv)$ jupyter notebook

To run future work script

$ cd future-work
(venv)$ python pmf_semi_pyro_largescale.py

All python scripts have passed flake8 linting.