diff --git a/docs/Project.toml b/docs/Project.toml
index a00bb49..1692260 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -2,6 +2,7 @@
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
+ModelingToolkitNeuralNets = "f162e290-f571-43a6-83d9-22ecc16da15f"
 ModelingToolkitStandardLibrary = "16a59e39-deab-5bd0-87e4-056b12336739"
 Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
 OptimizationOptimisers = "42dfb2eb-d2b4-4451-abcd-913932933ac1"
@@ -10,18 +11,17 @@ Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 SciMLStructures = "53ae85a6-f571-4167-b2af-e1d143709226"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 SymbolicIndexingInterface = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-ModelingToolkitNeuralNets = "f162e290-f571-43a6-83d9-22ecc16da15f"
 
 [compat]
 Documenter = "1.3"
 Lux = "1"
 ModelingToolkit = "9.9"
+ModelingToolkitNeuralNets = "1"
 ModelingToolkitStandardLibrary = "2.7"
 Optimization = "3.24"
-OptimizationOptimisers = "0.2.1"
+OptimizationOptimisers = "0.2.1, 0.3"
 OrdinaryDiffEq = "6.74"
 Plots = "1"
 SciMLStructures = "1.1.0"
 StableRNGs = "1"
 SymbolicIndexingInterface = "0.3.15"
-ModelingToolkitNeuralNets = "1"