diff --git a/machine-learn/.gitignore b/machine-learn/.gitignore
new file mode 100644
index 0000000..44fe301
--- /dev/null
+++ b/machine-learn/.gitignore
@@ -0,0 +1,4 @@
+song-tags-output/
+best_model/
+custom_ner_model30git/
+*.log
\ No newline at end of file