diff --git a/CHANGELOG.md b/CHANGELOG.md
index ead6643c..47a9ca7b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,14 +1,27 @@
 # Release history
 
-## Version 0.9.5 [unpublished]
+## Version 0.9.6 [unpublished]
 
 ### Changes
 
--
+- 
 
 ### Bugfixes
 
--
+- 
+
+## Version 0.9.5
+
+### Changes
+
+- Updated package requirements for Brownie Bee user interface.
+
+### Bugfixes
+
+- Fix that categorical dimensions with more than two levels induces error when used 
+  together with SumEqual constraint.
+- Fix that Bokeh has changed naming convention related to sizes of circles in their
+  plots from "size" to "radius".
 
 ## Version 0.9.4
 
diff --git a/setup.py b/setup.py
index a164c4f5..dfd70711 100644
--- a/setup.py
+++ b/setup.py
@@ -39,15 +39,14 @@
     ],
     extras_require={
         "browniebee": [
-            "bokeh==3.1.1",
+            "bokeh==3.4.1",
             "deap==1.4.1",
-            "matplotlib==3.7.2",
-            "numpy==1.24.4",
+            "matplotlib==3.8.4",
+            "numpy==1.26.4",
             "pyYAML==6.0.1",
-            "scikit-learn==1.3.0",
-            "scipy==1.10.1",
+            "scikit-learn==1.4.2",
+            "scipy==1.13.0",
             "six==1.16.0",
-            "tornado==6.3.3",
         ]
     },
     long_description=long_description,