Update README.md

README.md

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 **Conclusion:** LSTM significantly outperforms ARIMA with lower RMSE and MAPE, showing its ability to capture nonlinear patterns in stock prices.
 
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-## Example Forecast Plot
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-Below is an example forecast visualization (LSTM predictions vs actual stock prices):
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-![Forecast Example](./forecast.png)
 
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 ## ARIMA vs LSTM Forecasts