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Wizard's Codex

Wizard's Codex is an interactive platform designed to teach machine learning concepts in an engaging, wizard-themed environment. Aimed at making ML accessible to beginners, the project uses mini-games, challenges, and a captivating storyline to simplify complex concepts like data preprocessing, regression, and classification. Players take on the role of young wizards learning the art of machine learning to solve magical challenges and uncover mysteries.

Tech Stack

  • Frontend: HTML, CSS, JavaScript, Three.js
  • Backend: Python (Django framework)
  • Machine Learning: Scikit-learn, TensorFlow

Installation

Prerequisites

  • Python 3.7+
  • Node.js (for frontend dependency management)
  • Git

Steps

  1. Clone the repository:

    git clone https://github.com/NavySaw23/Wizards-Codex
    cd Wizards-codex
    cd WizCode
  2. Set up the virtual environment:

    python -m venv env
    source env/bin/activate  # On Windows, use env\Scripts\activate
  3. Install dependencies:

    pip install -r requirements.txt
    npm install  # For frontend dependencies
  4. Run migrations and start the server:

    python manage.py migrate
    python manage.py runserver
  5. Access the app at http://127.0.0.1:8000/.

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Minor project [Sem 5]

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  • HTML 73.9%
  • Python 21.6%
  • CSS 2.9%
  • JavaScript 1.6%