diff --git a/Project.toml b/Project.toml
index 3389bd0..1f801b2 100644
--- a/Project.toml
+++ b/Project.toml
@@ -30,7 +30,7 @@ julia = "1.9"
 IterativeSolvers = "0.9.2"
 MLJ = "0.19"
 MLJLinearModels = "0.9"
-MLJScikitLearnInterface = "0.5"
+MLJScikitLearnInterface = "0.7"
 LowRankApprox = "0.5.3"
 Optim = "1.7"
 ParallelDataTransfer = "0.5.0"