Net3.0 Framework Intel Ui Application
Phyllis Sterlin
ML.NET is an open-source, cross-platform machine learning framework for .NET developers that enables integration of custom machine learning models into .NET applications. ML.NET version 3.0 is now released, with lots of new features and enhancements!
The .NET Framework (pronounced as "dot net") is a proprietary software framework developed by Microsoft that runs primarily on Microsoft Windows. It was the predominant implementation of the Common Language Infrastructure (CLI) until being superseded by the cross-platform .NET project. It includes a large class library called Framework Class Library (FCL) and provides language interoperability (each language can use code written in other languages) across several programming languages. Programs written for .NET Framework execute in a software environment (in contrast to a hardware environment) named the Common Language Runtime (CLR). The CLR is an application virtual machine that provides services such as security, memory management, and exception handling. As such, computer code written using .NET Framework is called "managed code". FCL and CLR together constitute the .NET Framework.
FCL provides the user interface, data access, database connectivity, cryptography, web application development, numeric algorithms, and network communications. Programmers produce software by combining their source code with .NET Framework and other libraries. The framework is intended to be used by most new applications created for the Windows platform. Microsoft also produces an integrated development environment for .NET software called Visual Studio.
Common Language Infrastructure (CLI) provides a language-neutral platform for application development and execution. By implementing the core aspects of .NET Framework within the scope of CLI, these functions will not be tied to one language but will be available across the many languages supported by the framework.
Because computer systems commonly require interaction between newer and older applications, .NET Framework provides means to access functions implemented in newer and older programs that execute outside .NET environment. Access to Component Object Model (COM) components is provided in System.Runtime.InteropServices and System.EnterpriseServices namespaces of the framework. Access to other functions is via Platform Invocation Services (P/Invoke). Access to .NET functions from native applications is via the reverse P/Invoke function.
.NET Framework includes a garbage collector (GC) which runs periodically, on a separate thread from the application's thread, that enumerates all the unusable objects and reclaims the memory allocated to them. It is a non-deterministic, compacting, mark-and-sweep garbage collector. GC runs only when a set amount of memory has been used or there is enough pressure for memory on the system. Since it is not guaranteed when the conditions to reclaim memory are reached, GC runs are non-deterministic. Each .NET application has a set of roots, which are pointers to objects on the managed heap (managed objects). These include references to static objects, objects defined as local variables or method parameters currently in scope, and objects referred to by CPU registers.[30] When GC runs, it pauses the application and then, for each object referred to in the root, it recursively enumerates all the objects reachable from the root objects and marks them as reachable. It uses CLI metadata and reflection to discover the objects encapsulated by an object, and then recursively walk them. It then enumerates all the objects on the heap (which were initially allocated contiguously) using reflection. All objects not marked as reachable are garbage.[30] This is the mark phase.[31] Since the memory held by garbage is of no consequence, it is considered free space. However, this leaves chunks of free space between objects which were initially contiguous. The objects are then compacted together to make free space on the managed heap contiguous again.[30][31] Any reference to an object invalidated by moving the object is updated by GC to reflect the new location.[31] The application is resumed after garbage collection ends. The latest version of .NET framework uses concurrent garbage collection along with user code, making pauses unnoticeable, because it is done in the background.[32]
If you are running a single serial, unthreaded application (or an unthreaded MPI code involving a single MPI task per node) it is usually best to give MKL as much flexibility as possible by setting the max thread count to the total number of hardware threads on the node (128 on AMD Milan). Of course things are more complicated if you are running more than one process on a node: e.g. multiple serial processes, threaded applications, hybrid MPI-threaded applications, or pure MPI codes running more than one MPI rank per node. See -us/articles/recommended-settings-for-calling-intel-mkl-routines-from-multi-threaded-applications and related Intel resources for examples of how to manage threading when calling MKL from multiple processes.
The ability to develop classes, libraries, and APIs and run, debug, and deploy code onto web services and applications form are the key uses of this framework. It supports a lot of languages, and you can work with everything from C# to VB all the way to Perl, and more.
An assembly is the simple collection of all of the logical units present. Logical units are entities that are required to build an application and later deploy the same using the .NET framework. It can be considered as a collection of executables and DLL files.
The .NET agent only supports applications targeting .NET Core 2.0, 2.1, 2.2, 3.0, 3.1, and .NET 5.0, 6.0, and 7.0. You can find the target framework in your .csproj file. Agent compatibility varies across different versions of .NET Core. For information about which agent version to use for your application's targeted version of .NET Core, please refer to the above section of our documentation, Microsoft .NET Core version.
The Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#. It is a complete framework for building production-grade computer vision, computer audition, signal processing and statistics applications even for commercial use. A comprehensive set of sample applications provide a fast start to get up and running quickly, and an extensive documentation and wiki helps fill in the details.
Hey,
i have a .NET framework v3.5 installed in m windows 7 32 bit. I have an application which need v4.0. i downloaded the v4.0 from the official microsoft website an ran it. It installed correctly but when i open the *Turn windows features on/off* it still shows v3.5 while the *uninstall a program* shows v4.0. My application is not running and is still showing the error that you need .NET framework v4.0. I am helpless. What do i do ?? please help ASAP. :'(
Hi, Thanks for sharing the farmeworks. I have a serious question here. Actually i have a windows application current version is .net2.0 and I plan to migrate the app into .net 4.5 but here is a catch under my solution folder i have several modules out of that one is compatable with XP os since the 3rd party components are not supportive with win7 and later. Now suggest me on the below questions.
1. If i build the code in the 4.5 framework is it backward compactable with the .net 3.5 which is already been installed in my XP OS?
2. else, If i build the code in 4.0 framework is it compactable with the .net 3.5 which is already been installed in my XP OS?
3. Since my solution having a sharing BL and DA layers for different modules i dont know how to handle this situatuion?
Please expecting a fast respone. Many Thanks in advance.
Ian Robinson is a Software Developer at Engage Software. Originally from Southern Illinois, Ian moved to the St. Louis, Missouri area in 2001 to attend Webster University. After a stint as an intern at a large St. Louis based corporation, Ian graduated with a degree in Computer Science and subsequently joined the team at Engage Software, where he enjoys developing web-based solutions for clients, as well as developing commercial modules for DotNetNuke. Focusing primarily on development within the DotNetNuke web application framework, Ian has notably developed enterprise-level solutions for businesses in the healthcare and mobile industries. He is also a lead instructor for Engage Software's Official DotNetNuke Training, training businesses and individuals on DotNetNuke administration and development in St. Louis and throughout the United States. Ian Robinson is currently working and living in St. Louis Missouri with his wife Lucy.
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