SDK Installation Candidates

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Activator
http://www.lightbend.com/activator/download

Typesafe is a GUI/CLI tool to help with building reactive applicaions. It uses sbt (simple build tool) behind the scenes to build, run, and test your project. It provides a code editing interface, and provides templaes and seeds for you to clone and use.
$ sdk install activator
Ant
https://ant.apache.org/

Apache Ant is a Java library and command-line tool whose mission is to drive processes described in build files as targets and extension points dependent upon each other. The main known usage of Ant is the build of Java applications. Ant supplies a number of built-in tasks allowing to compile, assemble, test and run Java applications. Ant can also be used effectively to build non Java applications, for instance C or C++ applications. More generally, Ant can be used to pilot any type of process which can be described in terms of targets and tasks.
$ sdk install ant
AsciidoctorJ
http://asciidoctor.org/

AsciidoctorJ is the official library for running Asciidoctor on the JVM. Using AsciidoctorJ, you can convert AsciiDoc content or analyze the structure of a parsed AsciiDoc document from Java and other JVM languages.
$ sdk install asciidoctorj
Ceylon
http://ceylon-lang.org/

Ceylon is a modern, modular, statically typed programming language for the Java and JavaScript virtual machines. The language features a flexible and very readable syntax, a unique and uncommonly elegant static type system, a powerful module architecture, and excellent tooling.
$ sdk install ceylon
CRaSH
http://www.crashub.org/

The Common Reusable SHell (CRaSH) deploys in a Java runtime and provides interactions with the JVM. Commands are written in Groovy or Java and can be developed at runtime making the extension of the shell very easy with fast development cycle.
$ sdk install crash
Gaiden
http://kobo.github.io/gaiden/

Gaiden is a tool that makes it easy to create documentation with Markdown.
$ sdk install gaiden
Glide
http://glide-gae.appspot.com/

Glide makes it incredibly easy to develop apps that harness the power of Google App Engine for Java using expressiveness of Groovy and sweetness of Gaelyk’s syntactic sugar.
$ sdk install glide
Gradle
http://gradle.org/

Gradle is a build automation tool that builds upon the concepts of Apache Ant and Apache Maven and introduces a Groovy-based domain-specific language (DSL) instead of the more traditional XML form of declaring the project configuration. Gradle uses a directed acyclic graph (DAG) to determine the order in which tasks can be run.
$ sdk install gradle
Grails
https://grails.org/

Grails is a powerful web framework, for the Java platform aimed at multiplying developers productivity thanks to a Convention-over-Configuration, sensible defaults and opinionated APIs. It integrates smoothly with the JVM, allowing you to be immediately productive whilst providing powerful features, including integrated ORM, Domain-Specific Languages, runtime and compile-time meta-programming and Asynchronous programming.
$ sdk install grails
Griffon
http://griffon-framework.org/

Griffon is desktop application development platform for the JVM.Inspired by Grails, Griffon leverages the use of the Groovy language and concepts like Convention over Configuration. The Swing toolkit is the default UI toolkit of choice however others may be used, for example JavaFX.
$ sdk install griffon
Groovy
http://www.groovy-lang.org/

Groovy is a powerful, optionally typed and dynamic language, with static-typing and static compilation capabilities, for the Java platform aimed at multiplying developers’ productivity thanks to a concise, familiar and easy to learn syntax. It integrates smoothly with any Java program, and immediately delivers to your application powerful features, including scripting capabilities, Domain-Specific Language authoring, runtime and compile-time meta-programming and functional programming.
$ sdk install groovy
GroovyServ
https://kobo.github.io/groovyserv/

GroovyServ reduces startup time of the JVM for runnning Groovy significantly. It depends on your environments, but in most cases, it’s 10 to 20 times faster than regular Groovy.
$ sdk install groovyserv
Java
http://www.oracle.com/technetwork/java/javase

Java Platform, Standard Edition (or Java SE) is a widely used platform for development and deployment of portable code for desktop and server environments. Java SE uses the object-oriented Java programming language. It is part of the Java software-platform family. Java SE defines a wide range of general-purpose APIs – such as Java APIs for the Java Class Library – and also includes the Java Language Specification and the Java Virtual Machine Specification. One of the most well-known implementations of Java SE is Oracle Corporation’s Java Development Kit (JDK).
$ sdk install java
JBake
http://jbake.org/

JBake is a Java based, open source, static site/blog generator for developers and designers.
$ sdk install jbake
Kobalt
http://beust.com/kobalt

Kobalt is a build system inspired by Gradle and Maven. It reuses the best concepts from these two successful and popular build systems while adding a few modern features of its own. Kobalt is written entirely in Kotlin and its build files are valid Kotlin files as well.
$ sdk install kobalt
Kotlin
https://kotlinlang.org/

Kotlin is a statically-typed programming language that runs on the Java Virtual Machine and can also be compiled to JavaScript source code.
$ sdk install kotlin
kscript
https://github.com/holgerbrandl/kscript

Enhanced scripting support for Kotlin on *nix-based systems. kscript provides an easy-to-use, very flexible, and almost zero-overhead solution to write self-contained mini-applications with Kotlin.
$ sdk install kscript
Lazybones
https://github.com/pledbrook/lazybones/

Lazybones allows you to create a new project structure for any framework or library for which the tool has a template.
$ sdk install lazybones
Leiningen
http://leiningen.org/

Leiningen is the easiest way to use Clojure. With a focus on project automation and declarative configuration, it gets out of your way and lets you focus on your code.
$ sdk install leiningen
Maven
https://maven.apache.org/

Apache Maven is a software project management and comprehension tool. Based on the concept of a project object model (POM), Maven can manage a project’s build, reporting and documentation from a central piece of information.
$ sdk install maven
sbt
http://www.scala-sbt.org/

SBT is an open source build tool for Scala and Java projects, similar to Java’s Maven or Ant. Its main features are: native support for compiling Scala code and integrating with many Scala test frameworks; build descriptions written in Scala using a DSL; dependency management using Ivy (which supports Maven-format repositories); continuous compilation, testing, and deployment; integration with the Scala interpreter for rapid iteration and debugging; support for mixed Java/Scala projects
$ sdk install sbt
Scala
http://www.scala-lang.org/

Scala is a programming language for general software applications. Scala has full support for functional programming and a very strong static type system. This allows programs written in Scala to be very concise and thus smaller in size than other general-purpose programming languages. Scala source code is intended to be compiled to Java bytecode, so that the resulting executable code runs on a Java virtual machine. Java libraries may be used directly in Scala code and vice versa. Scala is object-oriented, and uses a curly-brace syntax. Scala has many features of functional programming languages, including currying, type inference, immutability, lazy evaluation, and pattern matching. It also has an advanced type system supporting algebraic data types, covariance and contravariance, higher-order types, and anonymous types. Other features of Scala include operator overloading, optional parameters, named parameters, raw strings, and no checked exceptions.
$ sdk install scala
Spring Boot
http://projects.spring.io/spring-boot/

Spring Boot takes an opinionated view of building production-ready Spring applications. It favors convention over configuration and is designed to get you up and running as quickly as possible.
$ sdk install springboot
Sshoogr
https://github.com/aestasit/sshoogr

Sshoogr is a Groovy based DSL and command line tool for working with remote servers through SSH.
$ sdk install sshoogr
Vert.x
http://vertx.io/

Vert.x is a tool-kit for building reactive applications on the JVM.
$ sdk install vertx

<think>好的,用户想查找与“候选人或候选项”相关的IT内容,特别是“candidates in IT context”。首先需要理解“候选”在IT领域中的不同应用场景。根据用户提供的引用资料,有几个方向可以考虑: 1. **候选组件(Bean Candidates)**:在Spring框架中,容器会根据包含或排斥过滤器筛选候选Bean。引用[3]提到过滤器用于确定哪些Bean组件符合条件,这可能涉及依赖注入和IoC容器的配置。需要解释Bean的注册和筛选过程,比如通过`@ComponentScan`或XML配置来定义候选Bean。 2. **候选图像(Candidate Images)**:引用[1]提到Microsoft COCO数据集中候选图像的选择,这在计算机视觉中常见。可能需要说明如何从数据集中筛选候选图像用于目标检测或分类任务。 3. **上下文中的候选信息**:引用[2]中的上下文信息,如视频中的物体与背景关系,可能涉及候选区域生成(如R-CNN中的Region Proposals),或者候选运动轨迹的处理。 另外,用户提供的引用[5]涉及Bean元信息的注册,这也是候选Bean的初始化过程的一部分。此外,可能还有其他IT场景中的候选概念,比如算法中的候选解(如遗传算法)、负载均衡中的候选服务器、版本控制中的候选发布版本等。 需要将这些点组织成结构清晰的回答,每个部分用示例或引用支持。同时,生成相关问题时要覆盖不同方面,帮助用户进一步探索。注意使用正确的中文术语和LaTeX格式,确保技术细节准确。</think>### 候选(Candidates)在IT领域的应用场景 #### 1. **候选组件(Bean Candidates)** 在Spring框架中,IoC容器通过**候选Bean筛选机制**管理依赖注入。Bean的元信息通过`BeanDefinitionRegistry.registerBeanDefinition`注册[^5],随后容器会根据**包含过滤器**(符合条件的Bean进入候选列表)和**排斥过滤器**(排除特定Bean)决定最终的候选组件[^3]。 例如,以下配置仅扫描`com.example.service`包下的类作为候选Bean: ```java @ComponentScan( includeFilters = @Filter(type = FilterType.REGEX, pattern = "com.example.service.*"), excludeFilters = @Filter(type = FilterType.ANNOTATION, classes = Deprecated.class) ) ``` #### 2. **候选图像(Candidate Images)** 在计算机视觉中,候选图像常用于目标检测任务。例如,Microsoft COCO数据集通过特定标准(如物体类别、场景复杂度)筛选候选图像,用于模型训练和评估[^1]。流程通常包括: $$ \text{原始数据集} \xrightarrow{\text{筛选规则}} \text{候选图像集} \xrightarrow{\text{标注}} \text{训练集} $$ #### 3. **上下文候选信息(Contextual Candidates)** 视频分析中,候选信息可能指动态特征(如运动轨迹)或空间关系。例如,在行为识别任务中,系统会从视频帧中提取候选区域(如人的边界框),再结合上下文信息(背景、物体交互)进行推理[^2]。 数学表达示例: $$ \text{候选区域得分} = \alpha \cdot \text{静态特征} + \beta \cdot \text{运动特征} \quad (\alpha, \beta \in [0,1]) $$ #### 4. **其他IT场景** - **算法优化**:遗传算法中通过交叉和变异生成候选解。 - **负载均衡**:从候选服务器列表中选择最优节点。 - **版本控制**:标记候选发布版本(RC, Release Candidate)进行测试。 --- §§ 1. Spring框架中如何自定义候选Bean的过滤条件? 2. 目标检测中如何提高候选区域生成的准确性? 3. 视频分析中的候选运动轨迹如何提取? 4. 遗传算法的候选解筛选策略有哪些? 5. 如何设计高效的候选服务器负载均衡算法?
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