Update README.md

README.md

@@ -1,13 +1,27 @@
 ---
-title: DataSynthis ML JobTask
-emoji: 🦀
-colorFrom: yellow
-colorTo: green
+title: Stock Price Forecasting
+emoji: 📈
+colorFrom: blue
+colorTo: purple
 sdk: gradio
-sdk_version: 5.48.0
+sdk_version: 4.0.0
 app_file: app.py
 pinned: false
-license: mit
+---
+
+# Stock Forecasting App
+
+Live demo of time-series forecasting models for stock price prediction.
+
+## 🚀 Usage
+1. Enter stock symbol (e.g., AAPL, TSLA)
+2. Adjust forecast days
+3. Click "Analyze Stock"
+
+## 📊 Models
+- ARIMA, LSTM, Prophet, Naive
+- Best performer: Naive model
+- Evaluation: Rolling window validation
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference