diff --git a/Project.toml b/Project.toml
index 17c63cb..035037b 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "MLJLinearModels"
 uuid = "6ee0df7b-362f-4a72-a706-9e79364fb692"
-authors = ["Thibaut Lienart <tlienart@me.com>"]
 version = "0.10.1"
+authors = ["Thibaut Lienart <tlienart@me.com>"]
 
 [deps]
 DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
@@ -17,6 +17,6 @@ DocStringExtensions = "0.8, 0.9"
 IterativeSolvers = "0.8, 0.9"
 LinearMaps = "2.6, 3.2"
 MLJModelInterface = "1.4"
-Optim = "0.20, 0.21, 1"
+Optim = "0.20, 0.21, 1, 2"
 Parameters = "0.12"
 julia = "1.6, 1"