docstr: This function initializes a project with a dataset, hub model, and job parameters, and logs
  information about the project and its cost.
docstr_tok: ["This","function","initializes","a","project","with","a","dataset",",","hub","model",",","and","job","parameters",",","and","logs","information","about","the","project","and","its","cost","."]
code: def initialize_project(self):
      """
      This function initializes a project with a dataset, hub model, and job parameters, and logs
      information about the project and its cost.
      """
      import copy
  
      from autotrain.project import Project
  
      self.project = Project(
          dataset=self.dset,
          hub_model=None
          if self._model.lower() == "autotrain"
          else self._model,
          job_params=copy.deepcopy(self.get_job_params()),
      )
      self._logger.info(self.project)
      self._logger.info(f"Project cost: {self.get_project_cost()}")
  
imports: import logging
  import os
  from typing import List, Optional, Union
  from uuid import uuid4
  from datasets import DatasetDict
  from argilla.client.models import TextClassificationRecord, TokenClassificationRecord
  from argilla.training.base import ArgillaTrainerSkeleton
  from argilla.utils.dependency import require_dependencies
label_desc: Use image node_id 3 for calling the AutoTrainMixin obj's underlying member method code with example usage: obj.initialize_project() without return types