class_docstr: A training job represents a Sagemaker training job within an experiment.
class_docstr_tok: ["A","training","job","represents","a","Sagemaker","training","job","within","an","experiment","."]
docstr: Returns all user-defined hyper parameters.
code: def hyperparameters(self) -> dict[str, Any]:
      """
      Returns all user-defined hyper parameters.
      """
      return {
          k: _process_hyperparameter_value(v)
          for k, v in self.info["HyperParameters"].items()
          if not k.startswith("sagemaker_")
          and not k.endswith("_output_distribution")
      }
  
imports: from __future__ import annotations
  import datetime
  import json
  import logging
  import re
  import shutil
  import tempfile
  import time
  from collections import Counter
  from functools import cached_property, lru_cache
  from pathlib import Path
  from typing import Any, Callable, cast, Dict, Iterator, List, Tuple, Union
  import boto3
  import numpy
  from botocore.exceptions import ClientError
  from .session import default_session
label_desc: Use image node_id 5 for calling the TrainingJob obj's underlying member method code with example usage: obj.hyperparameters() and returns: unknown