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ncf

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Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

  • Updated Apr 13, 2023
  • Python

This repository presents a News Recommendation System using Azure Data Factory, Azure Databricks, and Azure Data Lake to create a data pipeline for ML models. It uses BERT for content-based filtering, Neural Collaborative Filtering for user behaviors, and a hybrid model that combines both to enhance news recommendations.

  • Updated Jan 11, 2025
  • Jupyter Notebook

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