Fixed Documentation issues

python/mxnet/metric.py

@@ -98,7 +98,7 @@ def __str__(self):
 
     def get_config(self):
         """Save configurations of metric. Can be recreated
-        from configs with metric.create(**config)
+        from configs with metric.create(``**config``)
         """
         config = self._kwargs.copy()
         config.update({

python/mxnet/module/sequential_module.py

@@ -50,34 +50,35 @@ def __init__(self, logger=logging):
                                if x.startswith('META_')])
 
     def add(self, module, **kwargs):
-        """Adds a module to the chain.
+        """Add a module to the chain.
 
         Parameters
         ----------
         module : BaseModule
             The new module to add.
-        kwargs : **keywords
+        kwargs : ``**keywords``
             All the keyword arguments are saved as meta information
             for the added module. The currently known meta includes
 
             - `take_labels`: indicating whether the module expect to
-              take labels when doing computation. Note any module in
-              the chain can take labels (not necessarily only the top
-              most one), and they all take the same labels passed
-              from the original data batch for the `SequentialModule`.
+                take labels when doing computation. Note any module in
+                the chain can take labels (not necessarily only the top
+                most one), and they all take the same labels passed
+                from the original data batch for the `SequentialModule`.
+
 
         Returns
         -------
         self
             This function returns `self` to allow us to easily chain a
             series of `add` calls.
-
         Examples
         --------
         >>> # An example of addinging two modules to a chain.
         >>> seq_mod = mx.mod.SequentialModule()
         >>> seq_mod.add(mod1)
         >>> seq_mod.add(mod2)
+
         """
         self._modules.append(module)