diff --git a/preliz/__init__.py b/preliz/__init__.py
index 6311546f..d50d90ff 100644
--- a/preliz/__init__.py
+++ b/preliz/__init__.py
@@ -14,7 +14,7 @@
 
 __all__ = ["maxent", "mle", "ppa", "roulette", "quartile"]
 
-__version__ = "0.3.0"
+__version__ = "0.3.1"
 
 _log = logging.getLogger("preliz")