diff --git a/usegalaxy.org/machine_learning.yml b/usegalaxy.org/machine_learning.yml
index 9977ef74..f9a39915 100644
--- a/usegalaxy.org/machine_learning.yml
+++ b/usegalaxy.org/machine_learning.yml
@@ -1,5 +1,9 @@
 tool_panel_section_label: Machine Learning
 tools:
+- name: pycaret_compare
+  owner: goeckslab
+- name: pycaret_predict
+  owner: goeckslab
 - name: model_prediction
   owner: bgruening
 - name: keras_model_config
diff --git a/usegalaxy.org/machine_learning.yml.lock b/usegalaxy.org/machine_learning.yml.lock
index f6d9bad2..3cc044a3 100644
--- a/usegalaxy.org/machine_learning.yml.lock
+++ b/usegalaxy.org/machine_learning.yml.lock
@@ -3,6 +3,18 @@ install_resolver_dependencies: false
 install_tool_dependencies: false
 tool_panel_section_label: Machine Learning
 tools:
+- name: pycaret_compare
+  owner: goeckslab
+  revisions:
+  - 009b18a75dc3
+  tool_panel_section_id: machine_learning
+  tool_panel_section_label: Machine Learning
+- name: pycaret_predict
+  owner: goeckslab
+  revisions:
+  - 4a7df9abe4c4
+  tool_panel_section_id: machine_learning
+  tool_panel_section_label: Machine Learning
 - name: model_prediction
   owner: bgruening
   revisions: