diff --git a/HISTORY.md b/HISTORY.md
index 93fe599..9f0afa2 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -4,6 +4,8 @@ Changelog
 
 (unreleased)
 ------------
+- Put scheme_13. [Christophe Bécavin]
+- Release: version 0.3.6 🚀 [Christophe Bécavin]
 - Release: version 0.3.5 🚀 [Christophe Bécavin]
 - Release: version  🚀 [Christophe Bécavin]
 - Fix str2bool erros. [Christophe Bécavin]
diff --git a/pyproject.toml b/pyproject.toml
index 7d1a28d..72379be 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "sc-musketeers"
-version = "0.3.6"
+version = "0.3.7"
 description = "A tri-partite modular autoencoder for addressing imbalanced cell type annotation and batch effect reduction"
 license = "MIT"
 authors = ["AntoineCollin","Christophe Becavin"]
diff --git a/scmusketeers/tools/VERSION b/scmusketeers/tools/VERSION
index 449d7e7..0f82685 100644
--- a/scmusketeers/tools/VERSION
+++ b/scmusketeers/tools/VERSION
@@ -1 +1 @@
-0.3.6
+0.3.7