| 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()) | |