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Neural Recommendation System with Keras
A simple recommendation system built with Python and Keras.
Description
This project uses user and item embeddings with a neural network to predict user ratings.
Technologies
- Python
- NumPy
- TensorFlow
- Keras
- Neural Networks
- Embeddings
How It Works
User and item IDs are converted into embedding vectors. The vectors are combined using a dot product and the model predicts a rating.
Dataset
The dataset contains user IDs, item IDs, and ratings.
Purpose
This project was created for educational purposes to practice neural networks and recommendation systems.
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