diff --git a/CHANGELOG.md b/CHANGELOG.md
index c26a8719..423d6592 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,9 +1,11 @@
 # Changelog
 
-## v1.5.7 (2017-01-09)
+## v1.5.8 (2017-02-23)
 
 ### Fix
 
+* Predictive_gradients for new posterior class. [mzwiessele]
+
 * Removed additional dict line. [mzwiessele]
 
 * Plotting also allows 3D (capitals) [mzwiessele]
@@ -18,6 +20,20 @@
 
 ### Other
 
+* Bump version: 1.5.7 → 1.5.8. [mzwiessele]
+
+* Update ss_gplvm.py. [Zhenwen Dai]
+
+  resolve the future warning: FutureWarning:comparison to `None` will result in an elementwise object comparison in the future.
+
+* Merge pull request #472 from SheffieldML/predictive_gradients. [Max Zwiessele]
+
+  fix: predictive_gradients for new posterior class
+
+* Merge pull request #470 from SheffieldML/plotting_fix. [Max Zwiessele]
+
+  Plotting fix
+
 * Bump version: 1.5.6 → 1.5.7. [mzwiessele]
 
 * Changed the order of the operations, ensuring that the covariance matrix is symmetric despite numerical precision issues. Suggested by Alan. [Teo de Campos]