From 44fa6ec0d918027f71353d52a1befe4e054232e7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Francesc=20Mart=C3=AD=20Escofet?=
 <francesc.marti.escofet@quantco.com>
Date: Wed, 17 Jul 2024 13:55:18 +0200
Subject: [PATCH] Finish TODO

---
 metalearners/grid_search.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/metalearners/grid_search.py b/metalearners/grid_search.py
index fdd8609..9879092 100644
--- a/metalearners/grid_search.py
+++ b/metalearners/grid_search.py
@@ -199,9 +199,9 @@ class MetaLearnerGridSearch:
       will be None. This configuration can be useful in the case the grid search is big
       and you do not want to store all MetaLearners objects rather evaluate them after
       fitting each one and just store one.
-    """
 
-    # TODO: Add a reference to a docs example once it is written.
+    For an illustration see :ref:`our example on Tuning hyperparameters of a MetaLearner with MetaLearnerGridSearch <example-grid-search>`.
+    """
 
     def __init__(
         self,