- Louis LAURENT
- Edouard MASRIERA
- Thomas DURAND
This program combines several recommendation approaches in order to predict and display to users recommendations of hotels located in the Paris area.
Approach used :
- Content based recommendation
- Description based recommendation (TF-IDF)
- Collaborative filtering
- Form to search what you want
In order to use the interface, you will need to install Flask :
Install Flask, with pip :
$ pip install Flask
Install Surpise, with pip :
$ pip install numpy
$ pip install scikit-surprise
Install Pandas, with pip :
$ pip install pandas
In order to start the project, just launch "Interface.py" in the Interface folder.
Then open the following page in your web browser :
Flask :
https://flask.palletsprojects.com/en/2.1.x/installation/
Surprise :
https://surprise.readthedocs.io/en/stable/
Panda :