diff --git a/src/TensorFlowNET.Core/Keras/Regularizers/IRegularizer.cs b/src/TensorFlowNET.Core/Keras/Regularizers/IRegularizer.cs
index e5de76dd..2be231c8 100644
--- a/src/TensorFlowNET.Core/Keras/Regularizers/IRegularizer.cs
+++ b/src/TensorFlowNET.Core/Keras/Regularizers/IRegularizer.cs
@@ -12,5 +12,13 @@ namespace Tensorflow.Keras
     [JsonProperty("config")]
     IDictionary<string, object> Config { get; }
     Tensor Apply(RegularizerArgs args);
-    }
+  }
+
+  public interface IRegularizerApi
+  {
+    IRegularizer L1 { get; }
+    IRegularizer L2 { get; }
+    IRegularizer L1L2 { get; }
+  }
+
 }
diff --git a/src/TensorFlowNET.Keras/Regularizers.cs b/src/TensorFlowNET.Keras/Regularizers.cs
index 9c6d07ca..402eedd5 100644
--- a/src/TensorFlowNET.Keras/Regularizers.cs
+++ b/src/TensorFlowNET.Keras/Regularizers.cs
@@ -1,6 +1,6 @@
 namespace Tensorflow.Keras
 {
-  public class Regularizers
+  public class Regularizers: IRegularizerApi
   {
     public IRegularizer l1(float l1 = 0.01f)
         => new Tensorflow.Operations.Regularizers.L1(l1);
@@ -13,5 +13,11 @@
     //# and no l1 penalty.
     public IRegularizer l1l2(float l1 = 0.00f, float l2 = 0.00f)
         => new Tensorflow.Operations.Regularizers.L1L2(l1, l2);
+
+    public IRegularizer L1 => l1();
+
+    public IRegularizer L2 => l2();
+
+    public IRegularizer L1L2 => l1l2();
   }
 }