collaborative-filtering recommender-system knn-algorithm model-based-recommendation popularity-based-filtering
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Feb 12, 2023 - Jupyter Notebook
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model-based-recommendation
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Recommendation systems: Rank based and Collaborative Filtering (Neighbor-based and Model-based) approach to recommend articles based on user-article interactions.
jupyter-notebook collaborative-filtering recommender-system svd-matrix-factorisation model-based-recommendation
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Dec 29, 2021 - Jupyter Notebook
This project developed and optimized a hybrid recommendation system that processes over 450,000 training data points and 142,000 validation data points. The system combines user ratings, merchant details, and user reviews to predict users' ratings for restaurants they have not visited.
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Feb 28, 2024 - Python
The project's goal is to create diverse recommendation systems that predict user-item ratings
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Jul 24, 2023 - Python
The assignment comprises two main tasks: implementing LSH to identify similar businesses based on user ratings and developing various collaborative filtering recommendation systems to predict user ratings for businesses.
spark collaborative-filtering hybrid-recommendation lsh-algorithm model-based-recommendation item-based-recommendation
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Feb 25, 2024 - Python
Model-Based and Memory-Based collaborative filtering recommendation system on retail data.
collaborative-filtering recommender-system model-based-recommendation retail-pricing memory-based-recommendation
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Dec 9, 2023 - Jupyter Notebook
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