https://github.com/joseprsm/nectarine

🍑 Neural Enhanced Collaborative Tool for Automated Recommendation and INtelligent Exploration
https://github.com/joseprsm/nectarine

argo-workflows recommender-systems scikit-learn tensorflow tensorflow-recommenders

Last synced: 4 days ago
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🍑 Neural Enhanced Collaborative Tool for Automated Recommendation and INtelligent Exploration

• Host: GitHub
• URL: https://github.com/joseprsm/nectarine
• Owner: joseprsm
• License: mit
• Created: 2023-06-30T18:07:09.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-22T19:07:01.000Z (about 1 year ago)
• Last Synced: 2023-11-22T20:24:20.163Z (about 1 year ago)
• Topics: argo-workflows, recommender-systems, scikit-learn, tensorflow, tensorflow-recommenders
• Language: Python
• Homepage:
• Size: 149 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Nectarine 🍑

**N**eural **E**nhanced **C**ollaborative **T**ool for **A**utomated **R**ecommendation and **IN**telligent **E**xploration

*...which is a very cool acronym and totally not the fruit I was eating when I was coming up with a name for this project*

## Overview

Nectarine is an open-source recommendation system project that leverages state-of-the-art recommender systems implemented in TensorFlow, making it easier to deliver personalized content and experiences to your audience.

## Features

* Two-Tower Recommender Systems: Nectarine harnesses the power of two-tower recommender models to deliver accurate and efficient recommendations for your application.

* Kubernetes Integration: Nectarine is designed to seamlessly deploy and scale within Kubernetes clusters, ensuring scalability, high availability, and easy management.

* KServe Integration: Nectarine is served with KServe, enabling users to expose and manage recommendation endpoints efficiently.

* Helm Chart for Easy Deployment: Deploy Nectarine effortlessly in your Kubernetes cluster using our Helm chart, which simplifies the installation process and provides configuration options.

## License

Nectarine is released under the MIT License, which means you are free to use, modify, and distribute the software. Attribution is highly appreciated