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webappforecasting

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TuanScientist commited on Jun 7, 2023

Commit

3d4020e

1 Parent(s): cd5369a

Update app.py

Files changed (1) hide show

app.py CHANGED Viewed

@@ -16,7 +16,7 @@ df.dropna(inplace=True)
 m = NeuralProphet(
     n_forecasts=30,
     n_lags=7,
-    changepoints_range=1,
     num_hidden_layers=6,
     daily_seasonality=False,
     weekly_seasonality=True,
@@ -29,7 +29,7 @@ m = NeuralProphet(
     unknown_data_normalization=True,
     seasonality_mode="multiplicative",
     drop_missing=True,
-    learning_rate=0.1
 )
 m.fit(df, freq='D')

 m = NeuralProphet(
     n_forecasts=30,
     n_lags=7,
+    changepoints_range=1.3,
     num_hidden_layers=6,
     daily_seasonality=False,
     weekly_seasonality=True,
     unknown_data_normalization=True,
     seasonality_mode="multiplicative",
     drop_missing=True,
+    learning_rate=0.06
 )
 m.fit(df, freq='D')