ml5.js is a high level JavaScript library for machine learning. The main idea of this project is to further reduce the barriers between lower level machine learning and creative outputs using JavaScript

River Trail is a JavaScript library and a Firefox add-on that together provide support for data-parallel programming in JavaScript, targeting multi-core CPUs, GPUs and vector SSE/AVX instructions. 

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 PM>install-package structuremap
PM>install-package structuremap.web

using System;
using System.Net.Http;
using System.Web.Http.Controllers;
using System.Web.Http.Dispatcher;
using StructureMap;

namespace WebApiDISample.Core
{
    public class StructureMapHttpControllerActivator : IHttpControllerActivator
    {
        private readonly IContainer _container;
        public StructureMapHttpControllerActivator(IContainer container)
        {
            _container = container;
        }

        public IHttpController Create(
                HttpRequestMessage request,
                HttpControllerDescriptor controllerDescriptor,
                Type controllerType)
        {
            var nestedContainer = _container.GetNestedContainer();
            request.RegisterForDispose(nestedContainer);
            return (IHttpController)nestedContainer.GetInstance(controllerType);
        }
    }
}

using System.Web.Http;
using System.Web.Http.Dispatcher;
using StructureMap;
using WebApiDISample.Core;
using WebApiDISample.Services;

namespace WebApiDISample
{
    public static class WebApiConfig
    {
        public static void Register(HttpConfiguration config)
        {
            // IoC Config
            ObjectFactory.Configure(c => c.For<IEmailsService>().Use<EmailsService>());

            var container = ObjectFactory.Container;
            GlobalConfiguration.Configuration.Services.Replace(
                typeof(IHttpControllerActivator), new StructureMapHttpControllerActivator(container));


            // Web API routes
            config.MapHttpAttributeRoutes();
            config.Routes.MapHttpRoute(
                name: "DefaultApi",
                routeTemplate: "api/{controller}/{id}",
                defaults: new { id = RouteParameter.Optional }
            );
        }
    }
}

namespace WebApiDISample.Services
{
    public interface IEmailsService
    {
        void SendEmail();
    }
}

using System;

namespace WebApiDISample.Services
{
    /// <summary>
    /// سرویسی که دارای قسمت دیسپوز نیز هست
    /// </summary>
    public class EmailsService : IEmailsService, IDisposable
    {
        private bool _disposed;

        ~EmailsService()
        {
            Dispose(false);
        }

        public void Dispose()
        {
            Dispose(true);
            GC.SuppressFinalize(this);
        }

        public void SendEmail()
        {
            //todo: send email!
        }

        protected virtual void Dispose(bool disposeManagedResources)
        {
            if (_disposed) return;
            if (!disposeManagedResources) return;

            //todo: clean up resources here ...

            _disposed = true;
        }
    }
}

using System.Web.Http;
using WebApiDISample.Services;

namespace WebApiDISample.Controllers
{
    public class ValuesController : ApiController
    {
        private readonly IEmailsService _emailsService;
        public ValuesController(IEmailsService emailsService)
        {
            _emailsService = emailsService;
        }

        // GET api/values/5
        public string Get(int id)
        {
            _emailsService.SendEmail();
            return "_emailsService.SendEmail(); called!";
        }
    }
}

<h2>Index</h2>

@section scripts
{
    <script type="text/javascript">
        $(function () {
            $.getJSON('/api/values/1?timestamp=' + new Date().getTime(), function (data) {
                alert(data);
            });
        });
    </script>
}

public class Startup 
{ 
    public void ConfigureServices(IServiceCollection services) 
    { 
        // ... 
         
        services.AddTransient<ICustomerService, DefaultCustomerService>(); 
         
        // ... 
    } 
}

public class SupportController 
{ 
    // DefaultCustomerService will be injected here: 
    public SupportController(ICustomerService customerService) 
    { 
        // ... 
    } 
}

namespace Microsoft.Extensions.DependencyInjection
{
    public static class ServiceCollectionServiceExtensions
    {
        public static IServiceCollection AddScoped<TService>(
     this IServiceCollection services) where TService : class;
        public static IServiceCollection AddScoped(
     this IServiceCollection services, Type serviceType, Type implementationType);
        public static IServiceCollection AddScoped(
     this IServiceCollection services, Type serviceType, 
 Func<IServiceProvider, object> implementationFactory);
        public static IServiceCollection AddScoped<TService, TImplementation>(this IServiceCollection services)
        public static IServiceCollection AddScoped(
     this IServiceCollection services, Type serviceType);
        public static IServiceCollection AddScoped<TService>(
     this IServiceCollection services, 
 Func<IServiceProvider, TService> implementationFactory) where TService : class;
        public static IServiceCollection AddScoped<TService, TImplementation>(
     this IServiceCollection services, 
 Func<IServiceProvider, TImplementation> implementationFactory)
// ...
    }
}

namespace CoreIocServices
{
    public interface IParameterizedService
    {
        string GetConstructorParameter();
    }

    public class ParameterizedService : IParameterizedService
    {
        private readonly string _connectionString;

        public ParameterizedService(string connectionString)
        {
            _connectionString = connectionString;
        }

        public string GetConstructorParameter()
        {
            return _connectionString;
        }
    }
}

services.AddTransient<IParameterizedService, ParameterizedService>();

services.AddTransient<IParameterizedService>(serviceProvider =>
{
   return new ParameterizedService("some value ....");
});

services.AddTransient<IParameterizedService>(serviceProvider => new ParameterizedService("some value ...."));

services.AddTransient<IParameterizedService>(serviceProvider =>
{
   var config = serviceProvider.GetRequiredService<ITestService>().GetConfigValue();
   return new ParameterizedService(config);
});

services.AddScoped<IUrlHelper>(serviceProvider =>
{
   var actionContext = serviceProvider.GetRequiredService<IActionContextAccessor>().ActionContext;
   var urlHelperFactory = serviceProvider.GetRequiredService<IUrlHelperFactory>();
   return urlHelperFactory.GetUrlHelper(actionContext);
});

namespace Services
{
    public class OrderHandler : IOrderHandler
    {
        private readonly IAccounting _accounting;
        private readonly ISales _sales;
        public OrderHandler(IAccounting accounting, ISales sales)
        {

   public class OrderHandlerLazy : IOrderHandler
    {
        public OrderHandlerLazy(Lazy<IAccounting> accounting, Lazy<ISales> sales)
        {

services.AddTransient<IOrderHandler, OrderHandlerLazy>();
services.AddTransient<IAccounting, Accounting>()
            .AddTransient(serviceProvider => new Lazy<IAccounting>(() => serviceProvider.GetRequiredService<IAccounting>()));
services.AddTransient<ISales, Sales>()
           .AddTransient(serviceProvider => new Lazy<ISales>(() => serviceProvider.GetRequiredService<ISales>()));

services.AddTransient<IMyDisposableService, MyDisposableService>();

public class AnotherController 
{ 
    public AnotherController(MyDisposableService customerService) 
    { 
        // ... 
    } 
}

An unhandled exception occurred while processing the request. 
InvalidOperationException: Unable to resolve service for type ‘MyDisposableService’ while attempting to activate ‘AnotherController’. 
Microsoft.Extensions.DependencyInjection.ActivatorUtilities.GetService(IServiceProvider sp, Type type, Type requiredBy, bool isDefaultParameterRequired)

services.AddTransient<IMyDisposableService, MyDisposableService>();
services.AddTransient<MyDisposableService>(serviceProvider =>
serviceProvider.GetRequiredService<IMyDisposableService>() as MyDisposableService);

How Google handles JavaScript throughout the indexing process

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