visualize_results.py

def visualize_results():
    def on_button_clicked(b):
        ts_selection = ts_dropdown.value
        mo_selection = list(mo_select.value)
        with output:
            clear_output()
            forecasts[ts_selection].plot(models=mo_selection, print_mapes=True, plot_fitted=True)
      
    models = ('auto_arima','tbats','ets','average')
    ts_dropdown = widgets.Dropdown(options=forecasts.keys(), description = 'Time Series:')
    mo_select = widgets.SelectMultiple(options=sorted(list(set(models))),description='Models',disabled=False)
    button = widgets.Button(description="Select Time Series")
    output = widgets.Output()      
    display(ts_dropdown, mo_select, button, output)
    button.on_click(on_button_clicked)