Some docs nit picking

ignite/contrib/handlers/lr_finder.py

@@ -289,8 +289,8 @@ def attach(
             diverge_th (float, optional): Used for stopping the search when `current loss > diverge_th * best_loss`.
                 Default, 5.0.
 
-        Notes:
-            lr_finder cannot be attached to more than one trainer at a time
+        Note:
+            lr_finder cannot be attached to more than one trainer at a time.
 
         Returns:
             trainer_with_lr_finder: trainer used for finding the lr

ignite/contrib/handlers/tqdm_logger.py

@@ -177,7 +177,8 @@ def attach(
             closing_event_name: event's name on which the progress bar is closed. Valid events are from
                 :class:`~ignite.engine.events.Events`.
 
-        Note: accepted output value types are numbers, 0d and 1d torch tensors and strings
+        Note:
+            Accepted output value types are numbers, 0d and 1d torch tensors and strings.
 
         """
         desc = self.tqdm_kwargs.get("desc", None)

ignite/contrib/handlers/trains_logger.py

@@ -173,9 +173,11 @@ def set_bypass_mode(cls, bypass: bool) -> None:
     def bypass_mode(cls) -> bool:
         """
         Returns the bypass mode state.
+
         Note:
             `GITHUB_ACTIONS` env will automatically set bypass_mode to ``True``
             unless overridden specifically with ``TrainsLogger.set_bypass_mode(False)``.
+
         Return:
             If True, all outside communication is skipped.
         """
@@ -276,7 +278,6 @@ def global_step_transform(*args, **kwargs):
             :meth:`~ignite.contrib.handlers.trains_logger.global_step_from_engine`.
 
     Note:
-
         Example of `global_step_transform`:
 
         .. code-block:: python