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neural-collaborative-filtering

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your-ai-solution / recommendation-music-artist

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This application focuses on recommending music artists using NCF. The dataset, HetRec 2011 Last.fm, includes user-artist interactions, friend relationships, and tagging information for 1,892 users and 17,632 artists. The model predicts top artist recommendations for users, incorporating social and listening behavior data to enhance personalization.

deep-learning recommendation neural-collaborative-filtering relational-data
  • Updated Oct 15, 2025
  • Python

yudi-mars / daisyRec

Star 551

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

afm slim pytorch collaborative-filtering matrix-factorization vae recommender-system factorization-machines ease k-nearest-neighbors item2vec deepfm neural-collaborative-filtering neumf cdae nfm svdpp biasmf
  • Updated Aug 8, 2024
  • Python

ankdeshm / recommendation-systems

Star 0

A collection of diverse recommendation system projects, spanning collaborative filtering, content-based methods, and hybrid approaches.

opencv pinterest collaborative-filtering image-classification cosine-similarity transfer-learning vgg19 movie-recommendation cosine-distance resnet-50 neural-collaborative-filtering fashion-recommendation item-based-recommendation image-similarity-learning spotify-annoy
  • Updated Oct 26, 2023
  • Jupyter Notebook

AmanPriyanshu / Federated-Recommendation-Neural-Collaborative-Filtering

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Star 42

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.

deep-learning neural-network iid collaborative-filtering recommendation-system recommendation-engine recommender-system recommendation-algorithms federated movie-recommendation federated-learning distributed-learning neural-collaborative-filtering ncf non-iid deep-recommender-system
  • Updated Apr 13, 2023
  • Python

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