diff --git a/copy_from_docker b/copy_from_docker
new file mode 100755
index 0000000000000000000000000000000000000000..1fb6e0b41e1f11ba7f8b404a90dca1ea0aacb719
--- /dev/null
+++ b/copy_from_docker
@@ -0,0 +1,2 @@
+container=161f54837d28
+docker cp $container:/home/beaker/notebooks/ex1-molecules/molkrr/ml_chemical_space.py molkrr/
diff --git a/copy_to_docker b/copy_to_docker
new file mode 100755
index 0000000000000000000000000000000000000000..fa40d2a9ff53f085cdbd6f04dfb8efe8d1f8206b
--- /dev/null
+++ b/copy_to_docker
@@ -0,0 +1,3 @@
+container=161f54837d28
+docker cp molkrr $container:/home/beaker/notebooks/ex1-molecules/
+docker exec $container chown -R beaker.beaker /home/beaker/notebooks/ex1-molecules/molkrr