diff --git a/armadillo-10.6.2.tar.xz b/armadillo-10.6.2.tar.xz
deleted file mode 100644
index d2f1019..0000000
--- a/armadillo-10.6.2.tar.xz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2a803d6f8f76d407db9c15edc3894965238c8e589f94cc907a8373ee945728a8
-size 6222852
diff --git a/armadillo-10.7.1.tar.xz b/armadillo-10.7.1.tar.xz
new file mode 100644
index 0000000..7f59172
--- /dev/null
+++ b/armadillo-10.7.1.tar.xz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90e399ac9592cbb57c77544601dd7fce675bb2ea67b4d24fcfbf0be975eeb88
+size 6258792
diff --git a/armadillo.changes b/armadillo.changes
index 141f200..a167a8c 100644
--- a/armadillo.changes
+++ b/armadillo.changes
@@ -1,3 +1,14 @@
+-------------------------------------------------------------------
+Thu Oct 21 11:45:55 UTC 2021 - Atri Bhattacharya <badshah400@gmail.com>
+
+- Update to version 10.7.1:
+  * Faster handling of submatrix views accessed by
+    X.cols(first_col,last_col).
+  * Faster handling of element-wise min() and max() in compound
+    expressions.
+  * Expanded solve() with solve_opts::force_approx option to force
+    use of the approximate solver.
+
 -------------------------------------------------------------------
 Sat Aug  7 15:56:45 UTC 2021 - Atri Bhattacharya <badshah400@gmail.com>
 
diff --git a/armadillo.spec b/armadillo.spec
index d853073..b509667 100644
--- a/armadillo.spec
+++ b/armadillo.spec
@@ -18,7 +18,7 @@
 
 %define soname libarmadillo10
 Name:           armadillo
-Version:        10.6.2
+Version:        10.7.1
 Release:        0
 Summary:        C++ matrix library with interfaces to LAPACK and ATLAS
 License:        Apache-2.0