Update app.py
Browse files
app.py
CHANGED
@@ -165,6 +165,9 @@ if st.button('Train Models'):
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st.write(f"Std is: {np.std(next_point_forecasts)}")
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# Create MC Simulation
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plot_monte_carlo_forecasts(data=data, n_futures=n_futures, n_samples=n_samples, mean_return=mean_return, std_dev=std_dev)
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st.write(f"Std is: {np.std(next_point_forecasts)}")
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# Create MC Simulation
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closing_prices = data['Close']
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last_close = closing_prices.iloc[-1]
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all_rets = next_point_forecasts / last_close - 1
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mean_return = np.mean(all_rets)
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std_dev = np.std(all_rets)
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plot_monte_carlo_forecasts(data=data, n_futures=n_futures, n_samples=n_samples, mean_return=mean_return, std_dev=std_dev)
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