diff --git a/CHANGES.rst b/CHANGES.rst
index 505c9f8e4..1b0982242 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -158,3 +158,7 @@ Version 0.5.0
     - Refine the docs, code
     - Add baselines
     - public data crawler
+
+Version greater than Version 0.5.0
+----------------------------------
+Please refer to `Github release Notes <https://github.com/microsoft/qlib/releases>`_
diff --git a/qlib/__init__.py b/qlib/__init__.py
index 359520492..c58de4254 100644
--- a/qlib/__init__.py
+++ b/qlib/__init__.py
@@ -2,7 +2,7 @@
 # Licensed under the MIT License.
 
 
-__version__ = "0.5.0.dev"
+__version__ = "0.5.1"
 
 import os
 import copy
diff --git a/setup.py b/setup.py
index a3f39b866..72a84475f 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@ from setuptools import find_packages, setup, Extension
 NAME = "pyqlib"
 DESCRIPTION = "A Quantitative-research Platform"
 REQUIRES_PYTHON = ">=3.5.0"
-VERSION = "0.5.0.dev10"
+VERSION = "0.5.1"
 
 # Detect Cython
 try:
@@ -118,4 +118,4 @@ setup(
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
     ],
-)
\ No newline at end of file
+)