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A collaborating filtering based system on Movie Lens dataset to recommend user specific movie suggestions. The model was evaluated with recommedation specific metrics including Long Tail plot using 'surprise' library.

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svpathak/Collaborative-Filtering-based-Movie-Recommendation

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Collaborative-Filtering-based-Movie-Recommendation

For evaluation metrics, we had to use 3 extra libraries:

  1. pip3 install surprise
  2. pip3 install scikit-surprise
  3. pip3 install recmetrics

Important IT IS HIGHLY RECOMMENDED TO RUN THIS CODE ON LINUX MACHINE as "surprise" needs extra visual c++ dependencies while installing in windows.

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A collaborating filtering based system on Movie Lens dataset to recommend user specific movie suggestions. The model was evaluated with recommedation specific metrics including Long Tail plot using 'surprise' library.

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