From 29b5898792c8873df9048fe5e545804c17ccd562 Mon Sep 17 00:00:00 2001
From: Oceania2018 <haiping008@gmail.com>
Date: Wed, 18 Sep 2019 07:40:18 -0500
Subject: [PATCH] tf.variance_scaling_initializer #396

---
 src/TensorFlowNET.Core/APIs/tf.init.cs | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/src/TensorFlowNET.Core/APIs/tf.init.cs b/src/TensorFlowNET.Core/APIs/tf.init.cs
index 6ab916b3..15bcd766 100644
--- a/src/TensorFlowNET.Core/APIs/tf.init.cs
+++ b/src/TensorFlowNET.Core/APIs/tf.init.cs
@@ -62,5 +62,25 @@ namespace Tensorflow
                 stddev: stddev,
                 seed: seed,
                 dtype: dtype);
+
+        /// <summary>
+        /// Initializer capable of adapting its scale to the shape of weights tensors.
+        /// </summary>
+        /// <param name="scale"></param>
+        /// <param name="mode"></param>
+        /// <param name="distribution"></param>
+        /// <param name="seed"></param>
+        /// <param name="dtype"></param>
+        /// <returns></returns>
+        public IInitializer variance_scaling_initializer(float scale = 1.0f,
+            string mode = "fan_in",
+            string distribution = "truncated_normal",
+            int? seed = null,
+            TF_DataType dtype = TF_DataType.TF_FLOAT) => new VarianceScaling(
+                scale: scale,
+                mode: mode,
+                distribution: distribution,
+                seed: seed,
+                dtype: dtype);
     }
 }