Note: For each of the recommender systems implemented, kindly check the readme in each of their folders for more implementation details.
Recommender Systems Implemented:
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Integrated Model
- Baseline Model
- Neighborhood Model
- Latent Factor Model
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Matrix Factorization Collaborative Filtering
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Memmory Based Collaborative Filtering
- Item Based
- User Based
- Hybrid Based
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Spark -SVD -SVD++ -Alternating Least Squares
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Evaluation of Hadoop Family -Compare performance of Hadoop, Hive on single node and 5 node clusters