Downloads · 30 days
0
improvedlstm
Soumyanation/improvedlstm
improvedlstm is a machine learning model from Soumyanation. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a web app that classifies news articles into categories using an LSTM model with attention mechanism.
Access
Public
Updated Jul 29, 2025
Repo size
41.5 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt39.4 MB · 95%
At a glance
- Access
- Public
- Created
- Jul 29, 2025
- Updated
- Jul 29, 2025
- SHA
- e53bfb0c
Model card
From the Hugging Face model README
📰 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
- Created
- Jul 29, 2025
- Updated
- Jul 29, 2025