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Update app.py
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app.py
CHANGED
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@@ -143,14 +143,14 @@ def predict_volatility(date):
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point = xgb_model.predict(X_xgb)[0]
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dist = ngb_model.pred_dist(X_ngb)
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low, high = dist.ppf([0.025, 0.975])
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# ---------------- FORECASTING (t+1) ----------------
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X_ngb_fore = df.iloc[-1:][forecast_ngb_features]
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for_point = forecast_ngb_model.predict(X_ngb_fore)[0]
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for_dist = forecast_ngb_model.pred_dist(X_ngb_fore)
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for_low, for_high = for_dist.ppf([0.025, 0.975])
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return point, low, high, for_point, for_low, for_high
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point = xgb_model.predict(X_xgb)[0]
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dist = ngb_model.pred_dist(X_ngb)
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low, high = dist.ppf([0.025, 0.975])
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# ---------------- FORECASTING (t+1) ----------------
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X_ngb_fore = df.iloc[-1:][forecast_ngb_features]
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for_point = forecast_ngb_model.predict(X_ngb_fore)[0]
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for_dist = forecast_ngb_model.pred_dist(X_ngb_fore)
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for_low, for_high = for_dist.ppf([0.025, 0.975])
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return point, low, high, for_point, for_low, for_high
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| 156 |
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