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README.md

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+
+---
+pipeline_tag: tabular-regression
+tags:
+- stock-prediction
+- finance
+- deep-learning
+- keras
+- tensorflow
+---
+
+# 📈 Stock Price 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.
+
+## 🚀 How to Use
+
+```python
+import requests
+
+API_URL = "https://api-inference.huggingface.co/models/YourUserName/YourModelName"
+headers = {"Authorization": "Bearer YOUR_HUGGINGFACE_TOKEN"}
+
+data = {
+    "inputs": "RELIANCE.NS"
+}
+
+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