diff --git a/requirements.txt b/requirements.txt
index e7eaf09..d60d06f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,3 +12,11 @@ uv
 scikit-learn
 supabase
 pymc
+
+# ml focused
+torch
+tensorboard
+fastparquet
+pyarrow
+xgboost
+lightgbm