diff --git a/.gitignore b/.gitignore
index de6bd7a..8118fde 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
-/model/__pycache__
+**/__pycache__
 /dataset
-/out
\ No newline at end of file
+/out
+**/.ipynb_checkpoints
\ No newline at end of file