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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
SyntheticDataGeneratorApp

Generate and download free synthetic datasets instantly! A Streamlit app with built-in statistical validation tools like Chi-Square and Mutual Information.

  • Updated Mar 9, 2025
  • Python

Decentralized machine learning is employed for breast cancer detection while taking into account the privacy considerations of healthcare institutionsIn centralized ML, raw patient data is gathered and stored in a central location, posing privacy risks. DML, however, ensures privacy by sharing model insights and updates derived from local datasets

  • Updated Oct 22, 2026
  • Jupyter Notebook

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