diff --git a/armadillo-10.5.3.tar.xz b/armadillo-10.5.3.tar.xz
deleted file mode 100644
index ac7a487..0000000
--- a/armadillo-10.5.3.tar.xz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e6c51d8d52a6f78b9c6459f6986135093e0ee705a674307110f6175f2cd5ee37
-size 6223848
diff --git a/armadillo-10.6.0.tar.xz b/armadillo-10.6.0.tar.xz
new file mode 100644
index 0000000..a6d5de8
--- /dev/null
+++ b/armadillo-10.6.0.tar.xz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:947628e0ce0809d68b5a116da1de2d6322e6ca5f174ff5b620861166847d8cf7
+size 6224292
diff --git a/armadillo.changes b/armadillo.changes
index c55620f..2b890c2 100644
--- a/armadillo.changes
+++ b/armadillo.changes
@@ -1,3 +1,16 @@
+-------------------------------------------------------------------
+Fri Jul 16 18:27:58 UTC 2021 - Atri Bhattacharya <badshah400@gmail.com>
+
+- Update to version 10.6.0:
+  * Expanded chol() to optionally use pivoted decomposition.
+  * Expanded vector, matrix and cube constructors to allow element
+    initialisation via fill::value(scalar), eg. mat
+    X(4,5,fill::value(123)).
+  * Faster loading of CSV files when using OpenMP.
+  * Added csv_opts::semicolon option to allow saving/loading of
+    CSV files with semicolon (;) instead of comma (,) as the
+    separator.
+
 -------------------------------------------------------------------
 Fri Jul  9 20:37:25 UTC 2021 - Ferdinand Thiessen <rpm@fthiessen.de>
 
diff --git a/armadillo.spec b/armadillo.spec
index 01414ee..a69af57 100644
--- a/armadillo.spec
+++ b/armadillo.spec
@@ -18,7 +18,7 @@
 
 %define soname libarmadillo10
 Name:           armadillo
-Version:        10.5.3
+Version:        10.6.0
 Release:        0
 Summary:        C++ matrix library with interfaces to LAPACK and ATLAS
 License:        Apache-2.0