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Recommender system application

This app can give you the Top 5 recommendations lists of articles on globo.com per user.

Context

This was a kaggle competition held several years ago. See News Portal User Interactions by Globo.com for much more detailed documentation.

About the app

It is in fact a python BayesianPersonalizedRanking model. First time serverless Azure function.

Librairies

You need to install first some python librairies:

azure-functions

Goal

As you know now, our main objective is to predict a ratings (implicit way chosen) of globo's clicks dataset.

Target

  • clicks user-item related
  • ratings
  • top 5 recommendations

Recommandations

I strongly recommand you to install packages from the requirements.txt.

Tests section

None

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Serverless function recommender system

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