diff --git a/README.md b/README.md
index 5453424..0a352f0 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,9 @@
 # ezglot
 Selected data processing scripts used for EZGlot.com
 
+## similarity
+ - weighted_IPA_levenshtein_distance.py
+
 ## Thesauruses.co
  - Wiktionary-parser for all the languages and locales, template agnostic!