diff --git a/CHANGELOG.md b/CHANGELOG.md
index 58e575d..9ff4965 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,8 @@
+## [UNRELEASED] neptune-sklearn 2.1.1
+
+### Fixes
+- Fixed method names in docstrings ([#18](https://github.com/neptune-ai/neptune-sklearn/pull/18))
+
 ## neptune-sklearn 2.1.0
 
 ### Changes