diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..0e5f11f
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,5 @@
+data/
+
+# Files generated by Unit Tests
+cs336_basics.egg-info
+tests/__pycache__/
\ No newline at end of file