diff --git a/requirements-test.txt b/requirements-test.txt
index 2424956..4a7ae7a 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -2,6 +2,11 @@
 pytest>=8.3.4
 hypothesis>=6.122.1
 xgboost>=2.1.3
+catboost>=1.2.7
+keras>=3.7.0
+tensorflow>=2.16.2
+lightgbm>=4.5.0
+lightning>=2.4.0
 
 # repo maintenance tooling
 black>=21.5b1