diff --git a/ngclearn/modules/__init__.py b/ngclearn/modules/__init__.py
index 8769469b..b18f84b7 100644
--- a/ngclearn/modules/__init__.py
+++ b/ngclearn/modules/__init__.py
@@ -1,6 +1,6 @@
-from regression.elastic_net import Iterative_ElasticNet
-from regression.lasso import Iterative_Lasso
-from regression.ridge import Iterative_Ridge
+from .regression.elastic_net import Iterative_ElasticNet
+from .regression.lasso import Iterative_Lasso
+from .regression.ridge import Iterative_Ridge
 
 
 
diff --git a/ngclearn/modules/regression/__init__.py b/ngclearn/modules/regression/__init__.py
index 2d7ce064..064d5303 100644
--- a/ngclearn/modules/regression/__init__.py
+++ b/ngclearn/modules/regression/__init__.py
@@ -1,6 +1,6 @@
-from elastic_net import Iterative_ElasticNet
-from lasso import Iterative_Lasso
-from ridge import Iterative_Ridge
+from .elastic_net import Iterative_ElasticNet
+from .lasso import Iterative_Lasso
+from .ridge import Iterative_Ridge