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Goodreads Rating Predictions

This project was created as part of the Python Machine Learning Labs course at DSTI - School of Engineering during the Spring 2024 Rentrée.

This is a Kedro project. All content is located within the goodreads-predictor directory. Please see the README in that directory (within the kedro project) for more details.

NOTICES:

  • Any kedro terminal commands must be run from within the goodreads-predictor directory
  • It is essential that pandas 2.2.2 or greater is used (We recommend starting with a fresh environment for this project)
  • The model training pipelines can be taxing on computer resources. To avoid this, the project_summary notebook has a summarized process and results walkthrough that does not require you to run this model
  • Model results may be slightly different between runs of the modeling pipelines