diff --git a/README.md b/README.md
index ef012033..c5c7c64d 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@
 [![Black](https://img.shields.io/badge/code_style-black-black.svg)](https://github.com/psf/black)
 
 [![Python](https://img.shields.io/pypi/pyversions/innvestigate.svg)](https://badge.fury.io/py/innvestigate)
-[![TensorFlow package version](https://img.shields.io/badge/TensorFlow-2.6_--_2.11-orange.svg)](https://github.com/albermax/innvestigate)
+[![TensorFlow package version](https://img.shields.io/badge/TensorFlow-2.6_--_2.12-orange.svg)](https://github.com/albermax/innvestigate)
 
 ![Different explanation methods on ImageNet.](https://github.com/albermax/innvestigate/raw/master/examples/images/analysis_grid.png)
 
diff --git a/VERSION.md b/VERSION.md
index c4098e5a..0791f143 100644
--- a/VERSION.md
+++ b/VERSION.md
@@ -10,6 +10,12 @@
 ![Documentation][badge-docs]
 -->
 # iNNvestigate Changelog
+## Version 2.1.0
+- ![Feature][badge-feature] Add way to strip arbitrary output activations ([#310](https://github.com/albermax/innvestigate/pull/310))
+- ![Bugfix][badge-bugfix] Fix `is_layer_at_idx` for LRP ([#308](https://github.com/albermax/innvestigate/pull/308))
+- ![Maintenance][badge-maintenance] Support Python 3.11 and TensorFlow 2.12 ([#313](https://github.com/albermax/innvestigate/pull/313))
+- ![Maintenance][badge-maintenance] Update CI workflows and dev-dependencies ([#313](https://github.com/albermax/innvestigate/pull/313))
+
 ## Version 2.0.2
 - ![Bugfix][badge-bugfix] Fix `Perturbate` on RGB images ([#306](https://github.com/albermax/innvestigate/pull/306))
 - ![Bugfix][badge-bugfix] Fix documentation
diff --git a/pyproject.toml b/pyproject.toml
index 12c9cf72..dfbc31a7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "innvestigate"
-version = "2.0.2"
+version = "2.1.0"
 description = "A toolbox to innvestigate neural networks' predictions."
 classifiers = [
     "License :: OSI Approved :: BSD License",