Lravi15 / Movie-Recommender-System

Model Based Collaborative Filtering Recommender system

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Movie-Recommender-System

In this project, we utilize model-based collaborative filtering and MovieLens dataset to build a prototype movie recommender system. You, as a new user, can select one favorite movie from the drop-down menu and then 10 movies will be recommended to you base on previous users' experience. Such interactive user interface is implemented on Jupyter notebook.

Requirement:

Please make sure the packages below are installed : Surprise, Numpy, Pandas, Matplotlib, ipywidgets and IPython

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Model Based Collaborative Filtering Recommender system


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Language:Jupyter Notebook 56.2%Language:Python 43.8%