README.md

---
pipeline_tag: tabular-regression
tags:
- stock-prediction
- deep-learning
- finance
- stock-market
---

# 📈 Stock Prediction Model

This is a Deep Learning based **Stock Price Prediction** model, trained to forecast future stock prices based on historical data trends.  
It uses LSTM (Long Short-Term Memory) networks for time-series analysis.

---

## 🚀 How to Use

You can use this model directly with the Hugging Face Inference API:

```python
import requests

API_URL = "https://api-inference.huggingface.co/models/SelvaprakashV/stock-prediction-model"
headers = {"Authorization": f"Bearer YOUR_HUGGINGFACE_API_TOKEN"}

data = {
  "inputs": "POWERGRID.NS"  # Replace with your stock symbol
}

response = requests.post(API_URL, headers=headers, json=data)
print(response.json())