class_docstr: The Automated Time Series Forecast Trainer
docstr: __init__()
  Initialize the AutoTS Trainer.
  
  :param horizon: steps to look forward
  :param dt_col: the datetime column
  :param target_col: the target column to forecast
  :param extra_features_col: extra feature columns
docstr_tok: ["__init__","(",")","Initialize","the","AutoTS","Trainer",".",":","param","horizon",":","steps","to","look","forward",":","param","dt_col",":","the","datetime","column",":","param","target_col",":","the","target","column","to","forecast",":","param","extra_features_col",":","extra","feature","columns"]
code: def __init__(
      self,
      horizon=1,
      dt_col="datetime",
      target_col="value",
      logs_dir="~/zoo_automl_logs",
      extra_features_col=None,
      search_alg=None,
      search_alg_params=None,
      scheduler=None,
      scheduler_params=None,
      name="automl",
  ):
      """
      __init__()
      Initialize the AutoTS Trainer.
  
      :param horizon: steps to look forward
      :param dt_col: the datetime column
      :param target_col: the target column to forecast
      :param extra_features_col: extra feature columns
      """
      target_col_list = target_col
      if isinstance(target_col, str):
          target_col_list = [target_col]
      self.internal = TimeSequencePredictor(
          dt_col=dt_col,
          target_col=target_col_list,
          logs_dir=logs_dir,
          future_seq_len=horizon,
          extra_features_col=extra_features_col,
          search_alg=search_alg,
          search_alg_params=search_alg_params,
          scheduler=scheduler,
          scheduler_params=scheduler_params,
          name=name,
      )
  
file_path: analytics-zoo/pyzoo/zoo/chronos/autots/deprecated/forecast.py
imports: from zoo.chronos.autots.deprecated.regression.time_sequence_predictor import TimeSequencePredictor
  from zoo.chronos.autots.deprecated.config.recipe import *
  from zoo.chronos.autots.deprecated.pipeline.time_sequence import load_ts_pipeline
  from zoo.chronos.utils import deprecated
label_desc: Use image node_id 1 to create a new AutoTSTrainer object  with example: obj = AutoTSTrainer(horizon, dt_col, target_col, logs_dir, extra_features_col, search_alg, search_alg_params, scheduler, scheduler_params, name)