Research @ Mangaki Recommandation d'anime et de mangas

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Test our algorithms on Movielens!

You can run our 5-fold cross validation on the Movielens dataset.

Download the Movielens dataset prepared by our team:

Clone the GitHub repo and:

git clone
cd mangaki
python3 -m venv venv
. venv/bin/activate
pip install -r requirements.txt
pip install -r requirements/dev.txt
# Put the ratings-ml.csv file in the data folder
cd mangaki
cp settings.template.ini settings.ini
./ compare movies

It will run everything and display:

Final results
als-20: RMSE = 1.122326
svd-20: RMSE = 1.157234

Feel free to modify the mangaki/mangaki/management/commands/ file to compare more algorithms.