Support Vector Machines (SVMs) are some of the most performant off-the-shelf, supervised machine-learning algorithms. In Support Vector Machines Succinctly, author Alexandre Kowalczyk guides readers through the building blocks of SVMs, from basic concepts to crucial problem-solving algorithms. He also includes numerous code examples and a lengthy bibliography for further study. By the end of the book, SVMs should be an important tool in the reader’s machine-learning toolbox.
- Prerequisites
- The Perceptron
- The SVM Optimization Problem
- Solving the Optimization Problem
- Soft Margin SVM
- Kernels
- The SMO Algorithm
- Multi-Class SVMs
- Conclusion
- Appendix A: Datasets
- Appendix B: The SMO Algorithm
The first preview of Entity Framework Core (EF Core) 8 is available on NuGet today!
Basic information
EF Core 8, or just EF8, is the successor to EF Core 7, and is scheduled for release in November 2023, at the same time as .NET 8.
EF8 currently targets .NET 6. This will likely be updated to .NET 8 as we near release.
EF8 will align with .NET 8 as a long-term support (LTS) release. See the .NET support policy for more information.
تشخیص تفاوت بین IIS سرورهای مختلف
I commonly hear the phrase “The web application worked in the pre-production environment and now is encountering issues in production and the server’s configuration are identical!” when I appear onsite to help assist with the resolution of the issues. Upon further investigation, an IIS module has not been installed on the production server, or the configuration is different for an application pool setting between the pre-production and production environments. This is a very common scenario I encounter in the field and here are some suggestions on how to determine differences between IIS servers in an IIS farm environment or between servers in different environments, such as pre-production and production. Keeping server configuration and content synchronized is always a challenge and I hope these suggestions help out.
تفاوت مجوز LGPL با GPL در چیست؟
A component licensed under LGPL can be used by closed source, proprietary software, both internally used and distributed, for free, with no effects on the software using the component. LGPL is not “contagious” in the same way as GPL, so it only affects the component under LGPL. As long as you’re only using official distributions of the component, it is free to use and free to redistribute. The only requirement is that you include a notice in your “about” page or similar that the component is used.
مدیریت سفارشی سطوح دسترسی کاربران در MVC
البته این نام پیشفرض است. اگر نیاز به تعیین نام دیگری بود به این صورت میشود عمل کرد:
<roleManager enabled="true" cacheRolesInCookie="true" defaultProvider="..." cookieName=".ASPXROLES" cookiePath="/" cookieTimeout="30" cookieRequireSSL="false" cookieSlidingExpiration="true" createPersistentCookie="false" cookieProtection="All"> <providers> <!-- .... --> </providers> </roleManager>
- اگر از دات نت 4 و نیم استفاده میکنید، برای حالت کش نشدن این نقشها اخیرا یک patch ارائه شده : (^). مورد چهارم آن.
Assume that you set the value of the cachedRolesInCookie property to true in your web application. Your application serializes the RolePrincipal object into the cookie, and then sends it in response. In this situation, the role cookie value is empty in the application's following request.
Garnet - Microsoft's Redis protocol implementation is going strong, as Redis ditches the Open Source license.
Garnet is available on GitHub and is licensed under the MIT license.
تفاوت بین this و that در چیست؟
What is the difference between ___ and ___ in the front-end development?