SQL Code Guard is a free solution for SQL Server that provides fast and comprehensive static analysis for T-Sql code, shows code complexity and objects dependencies.

PM> Install-Package Accord.MachineLearning

PM> Install-Package Accord.Imaging  

PM> Install-Package Accord.Neuro

            // ورودی
            double[][] inputs =
            {
                new double[] { 0, 0 }, // 0 xnor 0: 1 (label +1)
                new double[] { 0, 1 }, // 0 xnor 1: 0 (label -1)
                new double[] { 1, 0 }, // 1 xnor 0: 0 (label -1)
                new double[] { 1, 1 }  // 1 xnor 1: 1 (label +1)
            };

            // خروجی دسته بند ماشین بردار پشتیبان باید -1 یا +1 باشد
            int[] labels =
            {
                // 1,  0,  0, 1
                   1, -1, -1, 1
            };

            // ساخت کرنل
            IKernel kernel = createKernel();

            // ساخت دسته بند به کمک کرنل انتخابی و تنظیم تعداد ویژگی‌ها ورودی‌ها به مقدار 2
            KernelSupportVectorMachine machine = new KernelSupportVectorMachine(kernel, 2);

        private static IKernel createKernel()
        {
            //var numPolyConstant = 1;
            //return new Linear(numPolyConstant);            

            //var numDegree = 2;
            //var numPolyConstant = 1;
            //return new Polynomial(numDegree, numPolyConstant);

            //var numLaplacianSigma = 1000;
            //return new Laplacian(numLaplacianSigma);

            //var numSigAlpha = 7;
            //var numSigB = 6;
            //return new Sigmoid(numSigAlpha, numSigB);

            var numSigma = 0.1;
            return new Gaussian(numSigma);
        }

            // معرفی دسته بندمان به الگوریتم یادگیری SMO
            SequentialMinimalOptimization teacher_smo = new SequentialMinimalOptimization(machine_svm, inputs, labels);

            // اجرای الگوریتم یادگیری
            double error = teacher_smo.Run();
            Console.WriteLine(string.Format("error rate : {0}", error));

Visual Studio Code doesn't support solution files, whereas Visual Studio does. In Visual Studio we use solution files to link multiple projects together, and at first I thought that this was going to be a deal breaker for Visual Studio Code - but it's not at all. Many people aren't aware that Visual Studio Code, although lightweight, is a powerful editor that can do most of the things you need. 

Day 1 - Installing and Running .NET Core on a Windows Box
Day 2 - Taking a Look at the Visual Studio Templates for .NET Core
Day 3 - Running a .NET Core app on a Mac
Day 4 - Creating a NuGet Package from .NET Core app
Day 5 - Creating a Test Project from .NET Core
Day 6 - Migrating an existing .NET Core to csproj
Day 7 - Creating an ASP.NET Core Web Application 

PM> update-package

<Project Sdk="Microsoft.NET.Sdk.Web">
  <ItemGroup>
    <PackageReference Include="Microsoft.EntityFrameworkCore" Version="1.1.1" />
    <PackageReference Include="Microsoft.EntityFrameworkCore.Design" Version="1.1.1" PrivateAssets="All" />
    <PackageReference Include="Microsoft.EntityFrameworkCore.Sqlite" Version="1.1.1" />
    <PackageReference Include="Microsoft.EntityFrameworkCore.Sqlite.Design" Version="1.1.1" />
    <PackageReference Include="Microsoft.EntityFrameworkCore.Tools" Version="1.1.0" PrivateAssets="All" />
  </ItemGroup>
  <ItemGroup>
    <DotNetCliToolReference Include="Microsoft.EntityFrameworkCore.Tools.DotNet" Version="1.*" />
  </ItemGroup>
</Project>

Sync Framework is a comprehensive synchronization platform that enables collaboration and offline access for applications, services, and devices. Sync Framework features technologies and tools that enable roaming, data sharing, and taking data offline. By using Sync Framework, developers can build synchronization ecosystems that integrate any application with data from any store, by using any protocol over any network. 

These are the customer-reported issues addressed in 15.9.4:

• Visual Studio 15.9 duplicate loads open files on solution reload.
• All users can now connect to on-premise TFS servers through Team Explorer.
• Visual Studio 15.8.3 no longer expands metadata in ItemDefinitionGroup for project-defined items during GUI builds (worked in Visual Studio 15.8.2).
• Visual Studio has multiple tabs for the same file.
• System.ArgumentException: The parameter is incorrect. (Exception from HRESULT: 0x80070057 (E_INVALIDARG)).
• LNK4099 PDB not found.
• Asset Catalog empty.
• /analyze fails for C++ code using /ZW.
• C++ compiler code optimization bug.
• Xamarin.iOS can't select image asset for Image View.
• iOS projects referencing a shared project containing image assets in an asset catalog fail to load on windows.
• Image not populating on iOS splashscreen in VS 15.8.6.
• Possible bad codegen on union/bitfield assignment in VS2017 15.8.
• Fix C# UWP Store 1201 Submission Issue.
• Fix C# UWP package creation error APPX1101: Payload contains two or more files with the same destination path 'System.Runtime.CompilerServices.Unsafe.dll'.
• Error MT2002: Failed to resolve 'System.Runtime.CompilerServices.AsyncValueTaskMethodBuilder' reference from 'System.Threading.Tasks.Extensions...'" when building a Xamarin.iOS project.
• Redirecting to a relative url doesn't work when using AndroidClientHandler.
• Debug information for typedefs of unnamed enums compiled with the C compiler is now restored.
• The spectre-mitigated x86 version of delayimp.lib is now built with /Qspectre mitigations enabled.
• Changes were made to how Asset Catalogs in Xamarin.iOS projects are loaded in order to reduce solution load time.
• We have updated Xamarin.Forms templates to use the latest version.
• We have fixed an issue with ASP.NET Core Web Applications being debugged through Kestrel that would show the error message "Unable to configure HTTPS endpoint. No server certificate was specified...".
• Enabling the AppInsights site extension in App Service from Visual Studio now happens through the use of specific Application Settings.

Security Advisory Notices

• An elevation of privilege vulnerability exists when the Diagnostics Hub Standard Collector Service improperly handles certain file operations. 

Windows Package Manager will support every Windows 10 version since the Fall Creators Update (1709)! The Windows Package Manager will be delivered with the Desktop App Installer when we ship version 1.0. If you are building software to run on Windows 10 you will have a simple way for your customers to install your software on billions of machines. 

 C:\>dotnet --version
1.0.1

D:\vs-code-examples\FirstAspNetCoreProject>dotnet new --help
Getting ready...
Template Instantiation Commands for .NET Core CLI.

Usage: dotnet new [arguments] [options]

Arguments:
  template  The template to instantiate.

Options:
  -l|--list         List templates containing the specified name.
  -lang|--language  Specifies the language of the template to create
  -n|--name         The name for the output being created. If no name is specified, the name of the current directory is used.
  -o|--output       Location to place the generated output.
  -h|--help         Displays help for this command.
  -all|--show-all   Shows all templates


Templates                 Short Name      Language      Tags
----------------------------------------------------------------------
Console Application       console         [C#], F#      Common/Console
Class library             classlib        [C#], F#      Common/Library
Unit Test Project         mstest          [C#], F#      Test/MSTest
xUnit Test Project        xunit           [C#], F#      Test/xUnit
ASP.NET Core Empty        web             [C#]          Web/Empty
ASP.NET Core Web App      mvc             [C#], F#      Web/MVC
ASP.NET Core Web API      webapi          [C#]          Web/WebAPI
Solution File             sln                           Solution

Examples:
    dotnet new mvc --auth None --framework netcoreapp1.1
    dotnet new xunit --framework netcoreapp1.1
    dotnet new --help

 D:\vs-code-examples\FirstAspNetCoreProject>dotnet new mvc --auth None

 D:\vs-code-examples\FirstAspNetCoreProject>code .

 "terminal.integrated.shell.windows": "cmd.exe"

 D:\vs-code-examples\FirstAspNetCoreProject>dotnet run
Hosting environment: Production
Content root path: D:\vs-code-examples\FirstAspNetCoreProject
Now listening on: http://localhost:5000
Application started. Press Ctrl+C to shut down.