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The Anime Lab

Welcome to The Anime Lab, an advanced anime recommendation system that leverages NLP and collaborative filtering to suggest anime based on your preferences. Whether you're a casual viewer or an anime enthusiast, The Anime Lab helps you discover new shows tailored to your taste.

The Anime Lab

Features

  • Personalized Recommendations: Get anime suggestions based on your viewing history and preferences.
  • NLP-Based Filtering: Recommendations are refined using Natural Language Processing to understand anime descriptions, reviews, and more.
  • Collaborative Filtering: Uses data from other users with similar tastes to enhance your experience.
  • User-Friendly Interface: Easily navigate through recommended anime with a sleek and modern UI.

Tech Stack

  • Frontend: HTML, CSS
  • Backend: Flask, Python
  • Machine Learning: NLP, Collaborative Filtering
  • Database: SQL
  • Deployment: Vercel

Getting Started

Prerequisites

  • Flask
  • Python 3.x
  • Xampp server for backend

Installation

  1. Clone the repository:

    git clone https://github.com/your-username/the-anime-lab.git

  2. Navigate to the project directory:

    cd the-anime-lab

  3. Install the dependencies:

    pip install -r requirements.txt

  4. Run the development servers:

    # Frontend
python anime_api.py

  5. Open your browser and go to http://localhost:5000 to explore The Anime Lab!

Contributing

We welcome contributions from the community! Check out the Contributing Guidelines to get started.

Contact

For any inquiries, feel free to reach out via Gaurav.