diff --git a/CHANGELOG.md b/CHANGELOG.md
index 410a5283..5ed7f7cf 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,11 @@
 
 <!--next-version-placeholder-->
 
+## v0.46.2 (2023-03-22)
+### Fix
+* Reset index introduces nan ([#445](https://github.com/Aarhus-Psychiatry-Research/psycop-model-training/issues/445)) ([`eeb5f32`](https://github.com/Aarhus-Psychiatry-Research/psycop-model-training/commit/eeb5f32ec24aa0eccb20b0f6c62692952c304808))
+* Reset index introduces nan ([`d37e2aa`](https://github.com/Aarhus-Psychiatry-Research/psycop-model-training/commit/d37e2aa40c401fae0755bc8d9ce0d68cb5709269))
+
 ## v0.46.1 (2023-03-21)
 ### Fix
 * Added max bin creates different shapes ([#443](https://github.com/Aarhus-Psychiatry-Research/psycop-model-training/issues/443)) ([`c73819c`](https://github.com/Aarhus-Psychiatry-Research/psycop-model-training/commit/c73819cb2be4f1dbb4271766bf6ff906ec55e6ad))
diff --git a/pyproject.toml b/pyproject.toml
index 6f0a1176..59615ac6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "psycop_model_training"
-version = "0.46.1"
+version = "0.46.2"
 description = "PSYCOP model training utilities"
 authors = [
   {name = "Martin Bernstorff", email = "martinbernstorff@gmail.com"},