Version 6.0.0-M2 Language Support ## Table of Contents 1. Kotlin ..... 1 1.1. Requirements ..... 1 1.2. Extensions ..... 1 1.3. Null-safety ..... 2 1.4. Classes and Interfaces ..... 3 1.5. Resources ..... 21 1.11.1. Examples ..... 21 1.11.2. Issues ..... 21 2. Apache Groovy ..... 23 3. Dynamic Language Support ..... 24 3.1. A First Example ..... 24 3.2. Defining Beans that Are Backed interoperability with existing libraries written in Java. The Spring Framework provides first-class support for Kotlin and lets developers write Kotlin applications almost as if the Spring Framework was a

# Lecture Notes on Support Vector Machine Feng Li fli@sdu.edu.cn Shandong University, China ## 1 Hyperplane and Margin In a n-dimensional space, a hyper plane is defined by $$ \omega^{T}x+b=0 $$  Figure 1: Margin and hyperplane. ## 2 Support Vector Machine ### 2.1 Formulation The hyperplane actually serves as i\\ \end{aligned} $$ Since maximizing $ 1/\|\omega\| $ is equivalent to minimizing $ \|\omega\|^{2} = \omega^{T}\omega $ , we further rewrite the problem formulation as $$ \min_{\omega,b}\quad\omega^{T}\omega

## Lecture 6: Support Vector Machine Feng Li Shandong University fli@sdu.edu.cn December 28, 2021 ## Outline  1 SVM: 36322a1beae76d1d88486b9a/p2_2.jpg) 2 Convex Optimization Review 3 The Lagrange Dual Problem of SVM  4 SVM with Kernels Kernels 5 Soft-Margin SVM  6 Sequential Minimal Optimization (SMO) Algorithm ## Hyperplane Separates a n-dimensional space

# java/j2ee Application Framework ## The Spring Framework - Reference Documentation Version 2.5.4 Copyright $ \copyright $ 2004-2008 Rod Johnson, Juergen Hoeller, Alef Arendsen, Colin Sampaleanu, electronically. Preface.....xv 1. Introduction.....16 1.1. Overview.....16 1.2. Usagescenarios.....18 2. What's new in Spring 2.0 and 2.5?.....21 2.1. Introduction.....21 2.2. The Inversion of Control Easier AOP XML configuration.....23 2.3.2. Support for @AspectJ aspects.....23 2.3.3. Support for bean name pointcut element.....23 2.3.4. Support for AspectJ load-time weaving.....23 2.4. The

Shiro support for the Spring Security plugin ## Shiro support for the Spring Security plugin - Reference Documentation Authors: Burt Beckwith Version: 0.1 ## Table of Contents 1 Introduction 1.1 History History 2 Usage 3 Configuration ## 1 Introduction The Spring Security Shiro plugin adds some support for using a hybrid approach combining Spring Security and Shiro. It currently only supports Shiro credentials when you explicitly logout. ### 1.1 History • Version 0.1 • released January 06, 2013 ## 2 Usage The first step is to add a dependency for the plugin in BuildConfig.groovy: plugins { .

Shiro support for the Spring Security plugin - Reference Documentation Authors: Burt Beckwith Version: 1.0.0 ## Table of Contents 1 Introduction to the Spring Security Shiro Plugin 1.1 History 2 Usage ## 1 Introduction to the Spring Security Shiro Plugin The Spring Security Shiro plugin adds some support for using a hybrid approach combining Spring Security and Shiro. It currently only supports Shiro 2015 • Version 1.0-RC1 • released October 05, 2013 • Version 0.1 • released January 06, 2013 ## 2 Usage The first step is to add a dependency for the plugin in BuildConfig.groovy: plugins { .

Language Support Version 5.3.36-SNAPSHOT ## Table of Contents 1. Kotlin ..... 1 1.1. Requirements ..... 1 1.2. Extensions ..... 1 1.3. Null-safety ..... 2 1.4. Classes and Interfaces ..... 3 Resources ..... 21 1.11.1. Examples ..... 21 1.11.2. Issues ..... 21 2. Apache Groovy ..... 23 3. Dynamic Language Support ..... 24 3.1. A First Example ..... 24 3.2. Defining Beans that Are Backed interoperability with existing libraries written in Java. The Spring Framework provides first-class support for Kotlin and lets developers write Kotlin applications almost as if the Spring Framework was a

## +24 ## Beyond Compilation Databases to Support C++ Modules: Build Databases ## BEN BOECKEL ## Who am I? • 15 years working on build systems and software process • CMake developer ○ Designing and which use CMake ☐ C++ modules support • Working with the community to improve building software ☐ ISO standards ☐ Dependency format ☐ Pushing forward modules support in other build systems xmake □ bazel ## Outline 1. What are compilation databases? 2. How do modules change the status quo? 3. Build databases ## Compilation Databases: Overview • JSON document • Array of JSON objects • Each

## Nim - the first high performance language with full support for hot codereloading at runtime by Viktor Kirilov ## Me, myself and I • my name is Viktor Kirilov - from Bulgaria • creator of doctest comments & conclusions • a bit on REPLs ## Hello 1 echo "Hello World" ## Currencies 1 type 2 # or use {.borrow.} here to inherit everything 3 Dollars* = distinct float 4 5 proc `+` *(a, b: Dollars): "1" method collide(a: Unit, b: Thing) {.inline.} = echo "2" var a, b: Unit new a new b collide(a, b) # output: 2 ## Meta-programming ## • what is it ■ a program that can read, generate

## Adventures in SIMD Thinking (Part 2 of 2) Bob Steagall CppCon 2020 ## KEWB COMPUTING ## Agenda • Learn a little about Intel's SIMD facilities (disclaimer: I don't work for Intel) • Create median-of-seven filter • Fast small-kernel convolution • Faster (?) UTF-8 to UTF-32 conversion (with AVX2) ## • No heavy code, but lots of pictures • Thinking "vertically" ## Small-Kernel Convolution 907b5ac183397899fe79b53265/p4_2.jpg) ## Convolution $$ S_{ 冮 }= 冮 s\theta $$ $$ \mathsf{K}=\mathsf{k}\emptyset $$ $$ k1 $$ $$ \begin{aligned}&s2\\&k2\end{aligned} $$ $$ s3 $$ S4