diff --git a/CHANGELOG.md b/CHANGELOG.md
index daa2ddcf..5abd8418 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,8 +5,21 @@
 
 ### added
 
+
+### fixed
+
+
+
+### dependencies
+
+
+## v0.5.0
+
+### added
+
 - added Tangram to `deconvolution_spatial`
 - added scib metrics calculation to `integration`, using the [scib-metrics package](https://scib-metrics.readthedocs.io/en/latest/index.html)
+- [extra documentation](https://panpipes-pipelines.readthedocs.io/en/latest/)
 
 ### fixed
 
diff --git a/pyproject.toml b/pyproject.toml
index 61d74055..8e3da669 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 
 [project]
 name = "panpipes"
-version = "0.4.1"
+version = "0.5.0"
 authors = [
     {name = "Charlotte Rich-Griffin"},
     {name = "Fabiola Curion"}