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Update app.py
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app.py
CHANGED
@@ -156,13 +156,14 @@ def select_model(horizon, model_type, max_steps=200):
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raise ValueError(f"Unsupported model type: {model_type}")
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def model_train(df,model):
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model.fit(df)
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return model
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def forecast_time_series(df, model_type, horizon, max_steps=200):
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start_time = time.time() # Start timing
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freq = determine_frequency(df)
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st.sidebar.write(f"
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selected_model = select_model(horizon, model_type, max_steps)
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model = model_train(df, selected_model)
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raise ValueError(f"Unsupported model type: {model_type}")
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def model_train(df,model):
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df['ds'] = pd.to_datetime(df['ds'])
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model.fit(df)
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return model
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def forecast_time_series(df, model_type, horizon, max_steps=200):
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start_time = time.time() # Start timing
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freq = determine_frequency(df)
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st.sidebar.write(f"Data frequency: {freq}")
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selected_model = select_model(horizon, model_type, max_steps)
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model = model_train(df, selected_model)
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