/recommender_systems

Some analysis, implement and experiment in relation to recommender systems

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Analysis and Experiment in relation to recommender systems

This repository consists of

  • Python scripts in which functions for recommender system are implimented.
  • Documents about implimentation and analysis of recommender systems.

Disclaimer

  • I respect the reproducibility, however the result might be changed due to modification of scripts.
  • At your own risk.

Files

  1. recommender_system_1.ipynb : collaborative filtering on a purchase history
  • binarycf.py : functions for recommender systems for a purchase history.
  • recom_cf.py : script to compute the performance of the collaborative filterings.
  1. recommender_system_2.ipynb (not yet) : SVD and machine learning for recommender system