diff --git a/CHANGELOG.md b/CHANGELOG.md
index c61009e..1e3826b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,8 @@
 # PyProbables Changelog
 
+### Version 0.5.8
+* Make the `mmap` utility class windows compatible; see [PR #160](https://github.com/barrust/pyprobables/pull/106); Thanks [@leonhma](https://github.com/leonhma)
+
 ### Version 0.5.7
 * Update Build System and update project metadata
 * Better support for `resolve_path` in passed filenames
diff --git a/README.rst b/README.rst
index 5e2a932..049ed26 100644
--- a/README.rst
+++ b/README.rst
@@ -17,7 +17,7 @@ PyProbables
     :target: http://pyprobables.readthedocs.io/en/latest/?badge=latest
     :alt: Documentation Status
 .. image:: https://badge.fury.io/py/pyprobables.svg
-    :target: https://badge.fury.io/py/pyprobables
+    :target: https://pypi.org/project/pyprobables/
     :alt: Pypi Release
 .. image:: https://pepy.tech/badge/pyprobables
     :target: https://pepy.tech/project/pyprobables
diff --git a/probables/__init__.py b/probables/__init__.py
index c8561f1..ee6324f 100644
--- a/probables/__init__.py
+++ b/probables/__init__.py
@@ -27,7 +27,7 @@
 __maintainer__ = "Tyler Barrus"
 __email__ = "barrust@gmail.com"
 __license__ = "MIT"
-__version__ = "0.5.7"
+__version__ = "0.5.8"
 __credits__ = []  # type: ignore
 __url__ = "https://github.com/barrust/pyprobables"
 __bugtrack_url__ = "https://github.com/barrust/pyprobables/issues"