From 9e0f7fe86b17696ae38232e6ddfaac7931754c8d Mon Sep 17 00:00:00 2001
From: Jens Hedegaard Nielsen <jens.nielsen@ucl.ac.uk>
Date: Tue, 29 Mar 2016 14:48:19 +0100
Subject: [PATCH 1/2] Additional Options is not valid numpydoc but Other
 Parameters is

---
 lib/matplotlib/axes/_axes.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py
index 5ee0db23b0e8..487ce5968dda 100644
--- a/lib/matplotlib/axes/_axes.py
+++ b/lib/matplotlib/axes/_axes.py
@@ -3159,8 +3159,8 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
             ``shownotches`` is also True. Otherwise, means will be shown
             as points.
 
-        Additional Options
-        ---------------------
+        Other Parameters
+        ----------------
         The following boolean options toggle the drawing of individual
         components of the boxplots:
             - showcaps: the caps on the ends of whiskers

From c192bcc795729085c22900d6fff93249f092f2b4 Mon Sep 17 00:00:00 2001
From: Jens Hedegaard Nielsen <jens.nielsen@ucl.ac.uk>
Date: Tue, 29 Mar 2016 14:58:54 +0100
Subject: [PATCH 2/2] Convert Other Parameters to numpy doc style

---
 lib/matplotlib/axes/_axes.py | 36 ++++++++++++++++++++----------------
 1 file changed, 20 insertions(+), 16 deletions(-)

diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py
index 487ce5968dda..e7e223841cff 100644
--- a/lib/matplotlib/axes/_axes.py
+++ b/lib/matplotlib/axes/_axes.py
@@ -3161,22 +3161,26 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
 
         Other Parameters
         ----------------
-        The following boolean options toggle the drawing of individual
-        components of the boxplots:
-            - showcaps: the caps on the ends of whiskers
-              (default is True)
-            - showbox: the central box (default is True)
-            - showfliers: the outliers beyond the caps (default is True)
-            - showmeans: the arithmetic means (default is False)
-
-        The remaining options can accept dictionaries that specify the
-        style of the individual artists:
-            - capprops
-            - boxprops
-            - whiskerprops
-            - flierprops
-            - medianprops
-            - meanprops
+        showcaps : bool, optional (True)
+            Show the caps on the ends of whiskers.
+        showbox : bool, optional (True)
+            Show the central box.
+        showfliers : bool, optional (True)
+            Show the outliers beyond the caps.
+        showmeans : bool, optional (False)
+            Show the arithmetic means.
+        capprops : dict, optional (None)
+            Specifies the style of the caps.
+        boxprops : dict, optional (None)
+            Specifies the style of the box.
+        whiskerprops : dict, optional (None)
+            Specifies the style of the whiskers.
+        flierprops : dict, optional (None)
+            Specifies the style of the fliers.
+        medianprops : dict, optional (None)
+            Specifies the style of the median.
+        meanprops : dict, optional (None)
+            Specifies the style of the mean.
 
         Returns
         -------