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Shufl.fm (backend)

Shufl.fm predicts and plays songs based on previous song ratings! This repository contains the backend services.

Features

  • User Management: Handles user authentication, registration, and profile management.
  • Song Rating and Feedback: Processes user ratings and feedback to refine music recommendations.
  • Neural Network Integration: Communicates with the Python-based neural network to generate song recommendations.

Tech Stack (backend)

  • Runtime: Node
  • Framework: Express
  • Testing: Jest, Supertest
  • AI/ML: Python (Neural Network)
  • Database: PostgreSQL

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

  • Node.js
  • Python 3.x
  • pip
  • PostgreSQL

Installation

  1. Clone the repo: git clone https://github.com/joebailey1000/SHUFFLE-BE.git

  2. Install the npm packages: npm i (or yarn run)

  3. Install python dependencies: pip install -r requirements.txt

    • If you get an Error: externally-managed-environment you may need to activate your own virtual environment:
      • source .venv/bin/activate

Scripts

  • Create Databases: npm run setup-db

  • Seed Databases: npm run seed-prod

  • Instruct server to listen: npm run start

  • Run test suite:

    • npm test app
    • npm test api

Hosted

Frontend

Team Members

Rob Lehane Joe Bailey Nick Diplos Louis Roach

About

shuffle io server and neural network

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