TimeSeries Classe

ALL_FORECASTING_PARAMETERS = {'_enable_future_regressors', 'country', 'country_or_region', 'country_or_region_for_holidays', 'cv_step_size', 'drop_column_names', 'feature_lags', 'features_unknown_at_forecast_time', 'forecast_horizon', 'freq', 'grain_column_names', 'group_column_names', 'holiday_country', 'max_horizon', 'seasonality', 'short_series_handling', 'short_series_handling_configuration', 'target_column_name', 'target_lags', 'target_rolling_window_size', 'time_column_name', 'time_series_id_column_names', 'use_stl'}

AUTO = 'auto'

COUNTRY = 'country'

COUNTRY_OR_REGION = 'country_or_region'

COUNTRY_OR_REGION_FOR_HOLIDAYS = 'country_or_region_for_holidays'

CV_STEP_SIZE = 'cv_step_size'

DROP_COLUMN_NAMES = 'drop_column_names'

ENABLE_FUTURE_REGRESSORS = '_enable_future_regressors'

FEATURES_UNKNOWN_AT_FORECAST_TIME = 'features_unknown_at_forecast_time'

FEATURE_LAGS = 'feature_lags'

FORECASTING_PARAMETERS = 'forecasting_parameters'

FORECAST_HORIZON = 'forecast_horizon'

FREQUENCY = 'freq'

GRAIN_COLUMN_NAMES = 'grain_column_names'

GROUP_COLUMN = 'group'

GROUP_COLUMN_NAMES = 'group_column_names'

HOLIDAY_COUNTRY = 'holiday_country'

ITERATION_TIMEOUT_MINUTES = 'iteration_timeout_minutes'

LABEL_COLUMN_NAME = 'label_column_name'

MAX_CORES_PER_ITERATION = 'max_cores_per_iteration'

MAX_HORIZON = 'max_horizon'

SEASONALITY = 'seasonality'

SERIES_COLUMN_COUNT = 'series_column_count'

SERIES_COUNT = 'series_count'

SERIES_LEN_AVG = 'series_len_avg'

SERIES_LEN_MAX = 'series_len_max'

SERIES_LEN_MIN = 'series_len_min'

SERIES_LEN_PERC_25 = 'series_len_perc_25'

SERIES_LEN_PERC_50 = 'series_len_perc_50'

SERIES_LEN_PERC_75 = 'series_len_perc_75'

SHORT_SERIES_HANDLING = 'short_series_handling'

SHORT_SERIES_HANDLING_CONFIG = 'short_series_handling_configuration'

STL_OPTION_SEASON = 'season'

STL_OPTION_SEASON_TREND = 'season_trend'

TARGET_AGG_FUN = 'target_aggregation_function'

TARGET_COLUMN_NAME = 'target_column_name'

TARGET_LAGS = 'target_lags'

TARGET_ROLLING_WINDOW_SIZE = 'target_rolling_window_size'

TIME_COLUMN_NAME = 'time_column_name'

TIME_SERIES_ID_COLUMN_NAMES = 'time_series_id_column_names'

USE_STL = 'use_stl'