fix doc generation

Author: danabens

src/smexperiments/experiment.py

@@ -40,7 +40,7 @@ class Experiment(_base_types.Record):
 
             my_experiment.delete_all(action="--force")
 
-    Attributes:
+    Parameters:
         experiment_name (str): The name of the experiment. The name must be unique within an account.
         description (str): A description of the experiment.
         tags (List[dict[str, str]]): A list of tags to associate with the experiment.

src/smexperiments/tracker.py

@@ -50,10 +50,10 @@ class Tracker(object):
 
     Note that parameters and input/output artifacts are saved to SageMaker directly via the
     UpdateTrialComponent operation. In contrast metrics (via `log_metric` method) are saved to a file, which is
-    then ingested into SageMaker via a metrics agent _which only runs on training job hosts_. As a result any metrics
+    then ingested into SageMaker via a metrics agent _which only runs on training job hosts. As a result any metrics
     logged in non-training job host environments will not be ingested into SageMaker.
 
-    Attributes:
+    Parameters:
         trial_component (TrialComponent): The trial component tracked.
     """
 

src/smexperiments/trial.py

@@ -41,7 +41,7 @@ class Trial(_base_types.Record):
             my_trial.remove_trial_component(my_tracker)
             my_trial.delete()
 
-    Attributes:
+    Parameters:
         trial_name (str): The name of the trial.
         experiment_name (str): The name of the trial's experiment.
         tags (List[dict[str, str]]): A list of tags to associate with the trial.

src/smexperiments/trial_component.py

@@ -24,7 +24,7 @@ class TrialComponent(_base_types.Record):
     To automatically associate trial components with a trial and experiment supply an experiment config when creating a
     job. For example: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTrainingJob.html
 
-    Attributes:
+    Parameters:
         trial_component_name (str): The name of the trial component. Generated by SageMaker from the name of the
             source job with a suffix specific to the type of source job.
         trial_component_arn (str): The ARN of the trial component.