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Swapcard-Project : Data Science project for ESME Sudria Master2

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Recommendation system for profiling people to meet at events.

Description :

Our objective is to create a recommendation system to resolve a cold start problem with new users with minimal informations.

Profiles identification

  • w2v.py : Generate fake clusters based on the GoogleNews' Word2Vec model.
  • dbScanClustering.py : Use Scikit-Learn DBScan to create automatic clusters from vectors in the GoogleNews model.

Recommandation

  • main.py : perform the recommendation.(Work in progress)

Download the project

git clone https://github.com/alexandre-cruel/Swapcard-Project 

Run the project

You need to install the modules required in the project.

Then run the front.py

Contributing :

Raphaël Champeaud

Baptiste Chevallier

Alexandre Cruel