diff --git a/.gitignore b/.gitignore
index 8298a5f..8a04201 100755
--- a/.gitignore
+++ b/.gitignore
@@ -205,3 +205,9 @@ dmypy.json
 
 # virtualenv
 venv/
+
+# weights and biases
+wandb/
+
+# neural nets
+nets/