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README.md
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title:
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emoji: 📈
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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license: mit
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⚠️ **Disclaimer**: For educational purposes only. Not financial advice.
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title: DataSynthis_ML_JobTask
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emoji: 📈
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: 5.49.0
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app_file: app.py
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pinned: false
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license: mit
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allow_internet: true
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---
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# Stock Price Forecasting App
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This application uses three different models (ARIMA, Prophet, and LSTM) to forecast stock prices.
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## Features
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- Real-time stock data fetching from Yahoo Finance
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- Multiple forecasting models
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- Interactive visualizations
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- Customizable forecast periods
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## Models
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1. **ARIMA** - Traditional statistical model
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2. **Prophet** - Facebook's time series forecasting
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3. **LSTM** - Deep learning neural network
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## Usage
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1. Enter a stock ticker symbol (e.g., AAPL, GOOGL)
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2. Select forecast period (1-90 days)
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3. Choose which model(s) to use
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4. Click "Generate Forecast"
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⚠️ **Disclaimer**: For educational purposes only. Not financial advice.
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