diff --git a/CHANGES.md b/CHANGES.md
index 946b7d8..9c8a7ec 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -1,81 +1,58 @@
-0.12 (2023-10-17)
-=================
+## 0.12 (2023-10-17)
 
--   Fix segmentation faults under various conditions. \[\#62, \#66\]
+- Fix segmentation faults under various conditions. [#62, #66]
 
-0.11 (2022-05-23)
-=================
+## 0.11 (2022-05-23)
 
--   Use Python limited API to produce forward-compatible wheels.
-    \[\#56\]
+- Use Python limited API to produce forward-compatible wheels. [#56]
 
-0.10 (2021-09-06)
-=================
+## 0.10 (2021-09-06)
 
--   Add function for histograms in arbitrarily high dimensions. \[\#54,
-    \#55\]
+- Add function for histograms in arbitrarily high dimensions. [#54, #55]
 
-0.9 (2020-05-24)
-================
+## 0.9 (2020-05-24)
 
--   Fixed a bug that caused incorrect results in the weighted 1-d
-    histogram and the weighted and unweighted 2-d histogram functions if
-    using arrays with different layouts in memory. \[\#52\]
+- Fixed a bug that caused incorrect results in the weighted 1-d histogram and the weighted and unweighted 2-d histogram functions if using arrays with different layouts in memory. [#52]
 
-0.8 (2020-01-07)
-================
+## 0.8 (2020-01-07)
 
--   Fixed compatibility of test suite with latest version of the
-    hypothesis package. \[\#40\]
+- Fixed compatibility of test suite with latest version of the hypothesis package. [#40]
 
-0.7 (2019-01-09)
-================
+## 0.7 (2019-01-09)
 
--   Fix definition of numpy as a build-time dependency. \[\#36\]
+- Fix definition of numpy as a build-time dependency. [#36]
 
-0.6 (2019-01-07)
-================
+## 0.6 (2019-01-07)
 
--   Define numpy as a build-time dependency in pyproject.toml. \[\#33\]
--   Release the GIL during calculations in C code. \[\#31\]
+- Define numpy as a build-time dependency in pyproject.toml. [#33]
+- Release the GIL during calculations in C code. [#31]
 
-0.5 (2018-09-26)
-================
+## 0.5 (2018-09-26)
 
--   Fix bug that caused histograms of n-dimensional arrays to not be
-    computed correctly. \[\#21\]
--   Avoid memory copies for non-native endian 64-bit float arrays.
-    \[\#18\]
--   Avoid memory copies for any numerical Numpy type and non-contiguous
-    arrays. \[\#23\]
--   Raise a better error if arrays are passed to the `bins` argument.
-    \[\#24\]
+- Fix bug that caused histograms of n-dimensional arrays to not be computed correctly. [#21]
+- Avoid memory copies for non-native endian 64-bit float arrays. [#18]
+- Avoid memory copies for any numerical Numpy type and non-contiguous arrays. [#23]
+- Raise a better error if arrays are passed to the `bins` argument. [#24]
 
-0.4 (2018-02-12)
-================
+## 0.4 (2018-02-12)
 
--   Make sure that Numpy is not required to run setup.py. \[\#15\]
--   Fix installation on platforms with an ASCII locale. \[\#15\]
+- Make sure that Numpy is not required to run setup.py. [#15]
+- Fix installation on platforms with an ASCII locale. [#15]
 
-0.3 (2017-10-28)
-================
+## 0.3 (2017-10-28)
 
--   Use long instead of int for x/y sizes and indices
--   Implement support for weights= option
+- Use long instead of int for x/y sizes and indices
+- Implement support for weights= option
 
-0.2.1 (2017-07-18)
-==================
+## 0.2.1 (2017-07-18)
 
--   Fixed rst syntax in README
+- Fixed rst syntax in README
 
-0.2 (2017-07-18)
-================
+## 0.2 (2017-07-18)
 
--   Fixed segmentation fault under certain conditions.
--   Ensure that arrays are C-contiguous before passing them to the C
-    code.
+- Fixed segmentation fault under certain conditions.
+- Ensure that arrays are C-contiguous before passing them to the C code.
 
-0.1 (2017-07-18)
-================
+## 0.1 (2017-07-18)
 
--   Initial version
+- Initial version