diff --git a/notebooks.json b/notebooks.json
index 0f8f54ee36971fe41ecb95f18598ed5ff73e2345..5d15aec0ef53b7821afdb4a5e01e751f4b6ecc25 100644
--- a/notebooks.json
+++ b/notebooks.json
@@ -90,6 +90,15 @@
   ],
   "figures": [
     "figures/README.md",
+    "figures/api_diagram-columntransformer.svg",
+    "figures/api_diagram-pipeline.fit.svg",
+    "figures/api_diagram-pipeline.predict.svg",
+    "figures/api_diagram-predictor.fit.svg",
+    "figures/api_diagram-predictor.predict.svg",
+    "figures/api_diagram-predictor.score.svg",
+    "figures/api_diagram-transformer.fit.svg",
+    "figures/api_diagram-transformer.fit_transform.svg",
+    "figures/api_diagram-transformer.transform.svg",
     "figures/bagging.svg",
     "figures/bagging0.svg",
     "figures/bagging0_cross.svg",