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README.md

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+AI Trading Signals – Real-Day
+
+Forex High/Low Prediction with PyTorch + Gradio
+
+🚀 Demo of an AI-powered system for forecasting daily high and low prices in Forex markets.
+Built with PyTorch (ConvGRUTransformerHLV10) and deployed with Gradio Web UI.
+
+✨ Features
+
+🔹 Input: OHLC, Tick Volume, Hour, Weekday, Month
+
+🔹 Output: Predicted High & Low
+
+🔹 Model: ConvGRUTransformerHLV10 (PyTorch)
+
+🔹 Interactive Web UI: Powered by Gradio – no setup required
+
+🚀 How to Use
+
+Select a trading symbol (e.g., EURUSDm, GBPUSDm, DXYm, …)
+
+Enter Open, High, Low, Close, Tick Volume, Hour, Weekday, Month
+
+Click Submit
+
+Get Predicted High / Low instantly 🎯
+
+🔌 API Access
+
+The model also provides a simple REST API.
+
+Endpoint
+POST https://CogoHunter-Real-Day.hf.space/run/predict_signal_gradio
+
+Example (Python)
+import requests
+
+url = "https://CogoHunter-Real-Day.hf.space/run/predict_signal_gradio"
+payload = {
+    "data": ["EURUSDm", 1.17, 1.18, 1.16, 1.175, 12345, 12, 3, 9]
+}
+res = requests.post(url, json=payload).json()
+print(res)
+
+
+✅ Example Output:
+
+{"data": [1.1823, 1.1642]}
+
+🧑‍💻 About
+
+This project is a demo showcase to highlight the potential of AI in financial forecasting.
+
+Developer: CogoHunter
+
+Tech Stack: PyTorch · Gradio · HuggingFace Spaces
+
+Status: 🟢 Live Demo
+
+⚡ Disclaimer
+
+❗ This model is provided for research and educational purposes only.
+It should not be considered financial advice. Use at your own risk.