Set SGD default value.

src/TensorFlowNET.Core/Keras/IOptimizerApi.cs

@@ -63,6 +63,6 @@ namespace Tensorflow.Keras
                 bool centered = false,
                 string name = "RMSprop");
 
-        IOptimizer SGD(float learning_rate, float momentum);
+        IOptimizer SGD(float learning_rate = 0.01f, float momentum = 0f);
     }
 }

src/TensorFlowNET.Core/Tensorflow.Binding.csproj

@@ -5,13 +5,13 @@
     <AssemblyName>Tensorflow.Binding</AssemblyName>
     <RootNamespace>Tensorflow</RootNamespace>
     <TargetTensorFlow>2.11.0</TargetTensorFlow>
-    <Version>0.110.2</Version>
+    <Version>0.110.3</Version>
     <LangVersion>10.0</LangVersion>
     <Nullable>enable</Nullable>
     <Authors>Haiping Chen, Eli Belash, Yaohui Liu, Meinrad Recheis</Authors>
     <Company>SciSharp STACK</Company>
     <GeneratePackageOnBuild>False</GeneratePackageOnBuild>
-    <Copyright>Apache 2.0, Haiping Chen $([System.DateTime]::UtcNow.ToString(yyyy))</Copyright>
+    <Copyright>Apache 2.0, Haiping Chen since 2018</Copyright>
     <RepositoryUrl>https://github.com/SciSharp/TensorFlow.NET</RepositoryUrl>
     <RepositoryType>git</RepositoryType>
     <PackageProjectUrl>http://scisharpstack.org</PackageProjectUrl>
@@ -20,7 +20,7 @@
     <Description>Google's TensorFlow full binding in .NET Standard.
 Building, training and infering deep learning models.
 https://tensorflownet.readthedocs.io</Description>
-    <AssemblyVersion>0.110.1.0</AssemblyVersion>
+    <AssemblyVersion>0.110.3.0</AssemblyVersion>
     <PackageReleaseNotes>
 		tf.net 0.110.x and above are based on tensorflow native 2.11.0
 		* Support RNN, LSTM model.
@@ -43,7 +43,7 @@ https://tensorflownet.readthedocs.io</Description>
 		tf.net 0.10x.x aligns with TensorFlow v2.10.x native library.
 		tf.net 0.11x.x aligns with TensorFlow v2.11.x native library.
 	</PackageReleaseNotes>
-    <FileVersion>0.110.2.0</FileVersion>
+    <FileVersion>0.110.3.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
     <PackageOutputPath>packages</PackageOutputPath>
@@ -172,7 +172,7 @@ https://tensorflownet.readthedocs.io</Description>
   </ItemGroup>
 
   <ItemGroup>
-    <PackageReference Include="MethodBoundaryAspect.Fody" Version="2.0.148" />
+    <PackageReference Include="MethodBoundaryAspect.Fody" Version="2.0.149" />
     <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
     <PackageReference Include="OneOf" Version="3.0.255" />
     <PackageReference Include="Protobuf.Text" Version="0.7.1" />

src/TensorFlowNET.Keras/Optimizers/OptimizerApi.cs

@@ -71,7 +71,7 @@ namespace Tensorflow.Keras.Optimizers
                 Name = name
             });
 
-        public IOptimizer SGD(float learning_rate, float momentum)
+        public IOptimizer SGD(float learning_rate = 0.01f, float momentum = 0f)
             => new SGD(learning_rate, momentum);
     }
 }

src/TensorFlowNET.Keras/Tensorflow.Keras.csproj

@@ -7,27 +7,30 @@
     <Nullable>enable</Nullable>
     <RootNamespace>Tensorflow.Keras</RootNamespace>
     <Platforms>AnyCPU;x64</Platforms>
-    <Version>0.11.2</Version>
+    <Version>0.11.3</Version>
     <Authors>Haiping Chen</Authors>
     <Product>Keras for .NET</Product>
-    <Copyright>Apache 2.0, Haiping Chen 2023</Copyright>
+    <Copyright>Apache 2.0, Haiping Chen since 2018</Copyright>
     <PackageId>TensorFlow.Keras</PackageId>
     <PackageProjectUrl>https://github.com/SciSharp/TensorFlow.NET</PackageProjectUrl>
     <PackageIconUrl>https://avatars3.githubusercontent.com/u/44989469?s=200&amp;v=4</PackageIconUrl>
     <RepositoryUrl>https://github.com/SciSharp/TensorFlow.NET</RepositoryUrl>
-    <PackageReleaseNotes>Keras for .NET is a C# version of Keras ported from the python version.
-
-* Support CIFAR-10 dataset in keras.datasets.
-* Support Conv2D functional API.
-* Support BatchNormalization layer.
-* Building keras model in subclass, functional and sequential api
-* Implemented backward_function.
-* Support model.load_weights.
-* Add Subtract layer
-* Text preprocessing
-* Preprocessing.timeseries_dataset_from_array
-* Fixed memory leak for YOLOv3 model.
-* Support RNN and LSTM models</PackageReleaseNotes>
+    <PackageReleaseNotes>
+		Keras for .NET is a C# version of Keras ported from the python version.
+
+		* Support CIFAR-10 dataset in keras.datasets.
+		* Support Conv2D functional API.
+		* Support BatchNormalization layer.
+		* Building keras model in subclass, functional and sequential api
+		* Implemented backward_function.
+		* Support model.load_weights.
+		* Add Subtract layer
+		* Text preprocessing
+		* Preprocessing.timeseries_dataset_from_array
+		* Fixed memory leak for YOLOv3 model.
+		* Support RNN and LSTM models
+		* Support Transformer model
+	</PackageReleaseNotes>
     <Description>Keras for .NET
 
 Keras is an API designed for human beings, not machines. Keras follows best practices for reducing cognitive load: it offers consistent &amp; simple APIs, it minimizes the number of user actions required for common use cases, and it provides clear &amp; actionable error messages.</Description>
@@ -39,8 +42,8 @@ Keras is an API designed for human beings, not machines. Keras follows best prac
     <RepositoryType>Git</RepositoryType>
     <SignAssembly>False</SignAssembly>
     <AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>
-    <AssemblyVersion>0.11.2.0</AssemblyVersion>
-    <FileVersion>0.11.2.0</FileVersion>
+    <AssemblyVersion>0.11.3.0</AssemblyVersion>
+    <FileVersion>0.11.3.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <Configurations>Debug;Release;GPU</Configurations>
   </PropertyGroup>
@@ -140,7 +143,7 @@ Keras is an API designed for human beings, not machines. Keras follows best prac
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="HDF5-CSharp" Version="1.17.0" />
+    <PackageReference Include="HDF5-CSharp" Version="1.18.0" />
     <PackageReference Include="MethodBoundaryAspect.Fody" Version="2.0.149" />
     <PackageReference Include="SharpZipLib" Version="1.4.2" />
   </ItemGroup>