📰 News Classifier using LSTM + Django

This is a web app that classifies news articles into categories using an LSTM model with attention mechanism.

🔧 Tech Stack

Python 3.10
PyTorch
Django 5.2
HTML/CSS (basic styling)

🚀 How to Run Locally

# Clone the repo
git clone https://github.com/YOUR_USERNAME/YOUR_REPO.git
cd YOUR_REPO

# Create and activate virtual environment
python -m venv env
env\Scripts\activate  # on Windows

# Install dependencies
pip install -r requirements.txt

# Run server
python manage.py runserver
📂 Project Structure

improvedlstm/
├── classify/
│   ├── templates/classify/index.html
│   ├── model_loader.py
│   ├── model.py
│   ├── predict.py
├── manage.py
├── requirements.txt
└── README.md

MIT License

Copyright (c) 2025

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