From bc17a2b77296ae86c9d6f2865c2d202f63fd4c43 Mon Sep 17 00:00:00 2001
From: Will Dean <wd60622@gmail.com>
Date: Fri, 25 Apr 2025 13:15:45 -0400
Subject: [PATCH 1/4] add gp.util to toc

---
 docs/source/api/gp/util.rst | 10 ++++++++++
 1 file changed, 10 insertions(+)
 create mode 100644 docs/source/api/gp/util.rst

diff --git a/docs/source/api/gp/util.rst b/docs/source/api/gp/util.rst
new file mode 100644
index 000000000..9a1f61a82
--- /dev/null
+++ b/docs/source/api/gp/util.rst
@@ -0,0 +1,10 @@
+************
+GP Utilities
+************
+
+
+.. automodule:: pymc.gp.util
+.. autosummary::
+   :toctree: generated
+
+   plot_gp_dist

From f9e06c767c32e29ef821265b9dda978e57f8234a Mon Sep 17 00:00:00 2001
From: Will Dean <wd60622@gmail.com>
Date: Fri, 25 Apr 2025 13:16:03 -0400
Subject: [PATCH 2/4] fix spacing in numpy style docs

---
 pymc/gp/util.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/pymc/gp/util.py b/pymc/gp/util.py
index da713b886..0004723b7 100644
--- a/pymc/gp/util.py
+++ b/pymc/gp/util.py
@@ -178,30 +178,30 @@ def plot_gp_dist(
 
     Parameters
     ----------
-    ax: axes
+    ax : axes
         Matplotlib axes.
-    samples: numpy.ndarray
+    samples : numpy.ndarray
         Array of S posterior predictive sample from a GP.
         Expected shape: (S, X)
-    x: numpy.ndarray
+    x : numpy.ndarray
         Grid of X values corresponding to the samples.
         Expected shape: (X,) or (X, 1), or (1, X)
-    plot_samples: bool
+    plot_samples : bool
         Plot the GP samples along with posterior (defaults True).
-    palette: str
+    palette : str
         Palette for coloring output (defaults to "Reds").
-    fill_alpha: float
+    fill_alpha : float
         Alpha value for the posterior interval fill (defaults to 0.8).
-    samples_alpha: float
+    samples_alpha : float
         Alpha value for the sample lines (defaults to 0.1).
-    fill_kwargs: dict
+    fill_kwargs : dict
         Additional arguments for posterior interval fill (fill_between).
-    samples_kwargs: dict
+    samples_kwargs : dict
         Additional keyword arguments for samples plot.
 
     Returns
     -------
-    ax: Matplotlib axes
+    ax : Matplotlib axes
     """
     import matplotlib.pyplot as plt
 

From 2ea4558a226c8a73e8f19515b5eec4e8c76e8b70 Mon Sep 17 00:00:00 2001
From: Will Dean <wd60622@gmail.com>
Date: Fri, 25 Apr 2025 13:40:52 -0400
Subject: [PATCH 3/4] change spacing

---
 docs/source/api/gp/util.rst | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/docs/source/api/gp/util.rst b/docs/source/api/gp/util.rst
index 9a1f61a82..7caacc17d 100644
--- a/docs/source/api/gp/util.rst
+++ b/docs/source/api/gp/util.rst
@@ -2,9 +2,8 @@
 GP Utilities
 ************
 
-
 .. automodule:: pymc.gp.util
 .. autosummary::
    :toctree: generated
 
-   plot_gp_dist
+    plot_gp_dist

From 8589764523f463ad2783f61736477a0376430ca7 Mon Sep 17 00:00:00 2001
From: Will Dean <wd60622@gmail.com>
Date: Fri, 25 Apr 2025 13:41:06 -0400
Subject: [PATCH 4/4] add to the toc

---
 docs/source/api/gp.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/source/api/gp.rst b/docs/source/api/gp.rst
index d7770d3d5..cff3ebf90 100644
--- a/docs/source/api/gp.rst
+++ b/docs/source/api/gp.rst
@@ -9,3 +9,4 @@ Gaussian Processes
    gp/implementations
    gp/mean
    gp/cov
+   gp/util