diff --git a/categories.py b/categories.py
index 0016a710c57e..f7da3bc9ee5f 100644
--- a/categories.py
+++ b/categories.py
@@ -156,6 +156,9 @@
     # PPD
     "malbouis": ["ppd"],
     "jordan-martins": ["ppd"],
+    # ML
+    "valsdav": ["ml"],
+    "wpmccormack": ["ml"],
 }
 
 # All CMS_SDT members can sign externals ( e.g Pull Requests in cms-sw/cmsdist , cms-data and cms-externals
diff --git a/categories_map.py b/categories_map.py
index 7d1b8852840a..090001d2323d 100644
--- a/categories_map.py
+++ b/categories_map.py
@@ -222,8 +222,6 @@
         "PhysicsTools/JetMCAlgos",
         "PhysicsTools/JetMCUtils",
         "PhysicsTools/KinFitter",
-        "PhysicsTools/MVAComputer",
-        "PhysicsTools/MVATrainer",
         "PhysicsTools/ParallelAnalysis",
         "PhysicsTools/PatExamples",
         "PhysicsTools/PythonAnalysis",
@@ -1197,11 +1195,9 @@
         "MagneticField/VolumeGeometry",
         "PhysicsTools/MXNet",
         "PhysicsTools/IsolationAlgos",
-        "PhysicsTools/ONNXRuntime",
         "PhysicsTools/PatAlgos",
         "PhysicsTools/PatUtils",
         "PhysicsTools/SelectorUtils",
-        "PhysicsTools/TensorFlow",
         "RecoBTag/BTagTools",
         "RecoBTag/CTagging",
         "RecoBTag/Combined",
@@ -1741,6 +1737,13 @@
         "PhysicsTools/PatUtils",
         "PhysicsTools/Scouting",
     ],
+    "ml": [
+        "PhysicsTools/PyTorch",
+        "PhysicsTools/TensorFlow",
+        "PhysicsTools/ONNXRuntime",
+        "PhysicsTools/MVAComputer",
+        "PhysicsTools/MVATrainer",
+    ],
 }
 
 # Just like CMSSW_CATEGORIES but it creates non-blocking (no signature needed) github labels