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neural-recommendation-system
sude-nlp/neural-recommendation-system
neural-recommendation-system is a machine learning model from sude-nlp. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A simple recommendation system built with Python and Keras.
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Public
Updated Aug 28, 2026
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At a glance
- Access
- Public
- Created
- Aug 28, 2026
- Updated
- Aug 28, 2026
- SHA
- 2df0f57d
Model card
From the Hugging Face model README
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.
- Created
- Aug 28, 2026
- Updated
- Aug 28, 2026