code: public CreateTrainingJobRequest withHyperParameters(java.util.Map<String, String> hyperParameters) {
          setHyperParameters(hyperParameters);
          return this;
      }
docs: <p>
  Algorithm-specific parameters that influence the quality of the model. You set hyperparameters before you start
  the learning process. For a list of hyperparameters for each training algorithm provided by Amazon SageMaker, see
  <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html">Algorithms</a>.
  </p>
  <p>
  You can specify a maximum of 100 hyperparameters. Each hyperparameter is a key-value pair. Each key and value is
  limited to 256 characters, as specified by the <code>Length Constraint</code>.
  </p>
  
  @param hyperParameters
  Algorithm-specific parameters that influence the quality of the model. You set hyperparameters before you
  start the learning process. For a list of hyperparameters for each training algorithm provided by Amazon
  SageMaker, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html">Algorithms</a>. </p>
  <p>
  You can specify a maximum of 100 hyperparameters. Each hyperparameter is a key-value pair. Each key and
  value is limited to 256 characters, as specified by the <code>Length Constraint</code>.
  @return Returns a reference to this object so that method calls can be chained together.