diff --git a/CHANGELOG.md b/CHANGELOG.md
index 75e28953d2..c9d0f4010a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,25 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Added
 
+-
+
+### Changed
+
+-
+
+### Removed
+
+-
+
+### Fixed
+
+-
+
+
+## [21.10] - 2021-10-30
+
+### Added
+
 - RSquareLoss ([#1313](https://github.com/catalyst-team/catalyst/pull/1313))
 - Self-Supervised example updates: ([#1305](https://github.com/catalyst-team/catalyst/pull/1305)), ([#1322](https://github.com/catalyst-team/catalyst/pull/1322)), ([#1325](https://github.com/catalyst-team/catalyst/pull/1325)), ([#1335](https://github.com/catalyst-team/catalyst/pull/1335))
 - Albert training example ([#1326](https://github.com/catalyst-team/catalyst/pull/1326))
@@ -28,7 +47,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Zero seed error ([#1329](https://github.com/catalyst-team/catalyst/pull/1329))
 - updated codestyle issues ([#1331](https://github.com/catalyst-team/catalyst/pull/1331))
-- TopK metrics: ([#1330](https://github.com/catalyst-team/catalyst/pull/1330)), ([#1334](https://github.com/catalyst-team/catalyst/pull/1334))
+- TopK metrics: ([#1330](https://github.com/catalyst-team/catalyst/pull/1330)), ([#1334](https://github.com/catalyst-team/catalyst/pull/1334)), ([#1339](https://github.com/catalyst-team/catalyst/pull/1339))
+- `--expdir` param for `catalyst-dl run` ([#1338](https://github.com/catalyst-team/catalyst/pull/1338))
+- ControlFlowCallback for distributed setup ([#1341](https://github.com/catalyst-team/catalyst/pull/1341))
 
 
 ## [21.09] - 2021-09-30
diff --git a/README.md b/README.md
index f0f58e9fce..b3d6122a13 100644
--- a/README.md
+++ b/README.md
@@ -214,6 +214,7 @@ best practices for your deep learning research and development.
 
 ### Documentation
 - [master](https://catalyst-team.github.io/catalyst/)
+- [21.10](https://catalyst-team.github.io/catalyst/v21.10/index.html)
 - [21.09](https://catalyst-team.github.io/catalyst/v21.09/index.html)
 - [21.08](https://catalyst-team.github.io/catalyst/v21.08/index.html)
 - [21.07](https://catalyst-team.github.io/catalyst/v21.07/index.html)
diff --git a/catalyst/__version__.py b/catalyst/__version__.py
index cf8843c345..8aff203705 100644
--- a/catalyst/__version__.py
+++ b/catalyst/__version__.py
@@ -1 +1 @@
-__version__ = "21.10rc0"
+__version__ = "21.10"