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Building Robust Recommendation System

Setup

The repository contains a stand-alone Jupyter notebook with approapriate comments and markdown for all sections.

Libraries to install

  • pandas
  • numpy
  • nltk
  • matplotlib
  • sklearn
  • surprise (Note: may not install for ARM machines eg. Apple Silicon)

Data

Please download the Movie Lens dataset from here and place the csv files in the data/ directory.

Usage

The notebook has the output for all the cells already. If you'd like to run the notebook, you can restart and run all the cells at once :)

Contact

In case of any issues or queries, please feel free to create an issue or send an email to [email protected] or [email protected] :)

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Movie Recommendation System

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  • Jupyter Notebook 100.0%