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README.md

@@ -3,47 +3,32 @@
 pipeline_tag: tabular-regression
 tags:
 - stock-prediction
-- finance
 - deep-learning
-- keras
-- tensorflow
+- finance
+- stock-market
 ---
 
-# 📈 Stock Price Prediction Model
+# 📈 Stock Prediction Model
 
-This model predicts the closing stock price using historical market data.
-It uses a deep learning LSTM model trained on Yahoo Finance data.
+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/YourUserName/YourModelName"
-headers = {"Authorization": "Bearer YOUR_HUGGINGFACE_TOKEN"}
+API_URL = "https://api-inference.huggingface.co/models/SelvaprakashV/stock-prediction-model"
+headers = {"Authorization": f"Bearer YOUR_HUGGINGFACE_API_TOKEN"}
 
 data = {
-    "inputs": "RELIANCE.NS"
+  "inputs": "POWERGRID.NS"  # Replace with your stock symbol
 }
 
 response = requests.post(API_URL, headers=headers, json=data)
 print(response.json())
-```
-
-## 🔥 Example
-
-**Input:**
-```json
-{"inputs": "RELIANCE.NS"}
-```
-
-**Output:**
-```json
-{"prediction": 2978.45}
-```
-
-## 👨‍💻 Author
-- SelvaprakashV
 
-## 📜 License
-Apache 2.0