diff --git a/docs/user_guide/adjustments.ipynb b/docs/user_guide/adjustments.ipynb
index fd183343..7769dd02 100644
--- a/docs/user_guide/adjustments.ipynb
+++ b/docs/user_guide/adjustments.ipynb
@@ -558,7 +558,7 @@
"vertical line estimates as well as the more common effective date estimates.\n",
"\n",
"```{eval-rst}\n",
- ".. image:: images/onlevel.PNG\n",
+ ".. image:: ../images/onlevel.PNG\n",
"```\n",
"\n",
"### Rate History\n",
diff --git a/docs/user_guide/development.ipynb b/docs/user_guide/development.ipynb
index 7b362177..eb059880 100644
--- a/docs/user_guide/development.ipynb
+++ b/docs/user_guide/development.ipynb
@@ -5459,7 +5459,7 @@
"which assumes no ``valuation`` covariate, the PTF framework allows for this.\n",
"\n",
"```{eval-rst}\n",
- ".. figure:: images/prob_trend_family.PNG\n",
+ ".. figure:: ../images/prob_trend_family.PNG\n",
" :align: center\n",
" :scale: 40%\n",
"```\n",
diff --git a/docs/user_guide/triangle.ipynb b/docs/user_guide/triangle.ipynb
index 0ef587ae..bf6903c0 100644
--- a/docs/user_guide/triangle.ipynb
+++ b/docs/user_guide/triangle.ipynb
@@ -89,7 +89,7 @@
"column) is its own triangle.\n",
"\n",
"```{eval-rst}\n",
- ".. image:: images/triangle_graphic.PNG\n",
+ ".. image:: ../images/triangle_graphic.PNG\n",
"```\n",
"\n",
"Like pandas, you can access the ``values`` property of a triangle to get its numpy\n",
@@ -106,7 +106,7 @@
"(long) format, not triangle (wide) format:\n",
"\n",
"```{eval-rst}\n",
- ".. image:: images/triangle_bad_good.PNG\n",
+ ".. image:: ../images/triangle_bad_good.PNG\n",
"```\n",
"\n",
"At a minimum, the DataFrame must also:\n",
@@ -3979,7 +3979,1682 @@
"outputs": [
{
"data": {
- "image/svg+xml": "\r\n\r\n\r\n",
+ "image/svg+xml": [
+ "\r\n",
+ "\r\n",
+ "\r\n"
+ ],
"text/plain": [
""
]
diff --git a/docs/user_guide/workflow.ipynb b/docs/user_guide/workflow.ipynb
index 6a2bd164..c01ff139 100644
--- a/docs/user_guide/workflow.ipynb
+++ b/docs/user_guide/workflow.ipynb
@@ -1653,6 +1653,8 @@
"Using `GridSearch` for scenario testing is entirely optional. You can write\n",
"your own looping mechanisms to achieve the same result. For example:\n",
"\n",
+ "\n",
+ "\n",
"```{eval-rst}\n",
".. figure:: /auto_examples/images/sphx_glr_plot_capecod_001.png\n",
" :target: ../auto_examples/plot_capecod.html\n",