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CUHK-STAT3009: Recommender systems in Python

Slides Github Open In Colab

This is a repository on code and notebook illustration for CUHK-STAT3009.

Notebook

  • Open In Colab | Software preparation
  • Open In Colab | Baseline methods for Recommender Systems
  • Open In Colab | Machine Learning Overview
  • Open In Colab | SVD Methods
  • Open In Colab | Real dataset: MovieLens and Data Virtualization
  • Open In Colab | Neural Networks
  • Open In Colab | Neural Collaborative Filtering: Neural Networks in RS
  • Open In Colab | Neural RS with Side Information

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