Python gen_one_step_forecast_samples примеры использования

Пример #1

Файл: generate_samples.py Проект: YX577/MonthlyRunoffForecastByAutoReg

    stop=792,
    test_len=120,
)

for lead_time in [1, 3, 5, 7, 9]:
    gen_one_step_forecast_samples(
        station="Xianyang",
        decomposer="vmd",
        lags_dict=variables['lags_dict'],
        input_columns=[
            'IMF1',
            'IMF2',
            'IMF3',
            'IMF4',
            'IMF5',
            'IMF6',
            'IMF7',
            'IMF8',
        ],
        output_column=['ORIG'],
        start=553,
        stop=792,
        test_len=120,
        mode='PACF',
        lead_time=lead_time,
    )

for lead_time in [3, 5, 7, 9]:
    gen_one_step_forecast_samples(
        station="Xianyang",
        decomposer="vmd",

Пример #2

    ],
    output_column=['ORIG'],
    start=673,
    stop=792,
    test_len=120,
)

for lead_time in [1, 3, 5, 7, 9]:
    gen_one_step_forecast_samples(
        station='Zhangjiashan',
        decomposer="dwt",
        lags_dict=variables['lags_dict'],
        input_columns=[
            'D1',
            'D2',
            'A2',
        ],
        output_column=['ORIG'],
        start=553,
        stop=792,
        test_len=120,
        mode='PACF',
        lead_time=lead_time,
    )

for lead_time in [3, 5, 7, 9]:
    gen_one_step_forecast_samples(
        station='Zhangjiashan',
        decomposer="dwt",
        lags_dict=variables['lags_dict'],
        input_columns=[
            'D1',