Java, Groovy & Scala: side to side 1

本文对比了Java、Groovy和Scala三种语言的特点,包括类型系统、注释方式、控制语句等,并详细介绍了每种语言的具体语法差异。
Java, Groovy & Scala: side to side 1
Posted By: Andres Almiray on Wed. Jun. 11, 2008

This is the first part of the series. I shamelessly borrowed Sundar's layout and categorization. These are the language versions I'm testing the code with in case anyone is interested
· Java - Java5 (jdk1.6.0_06/jre1.6.0._10)
· Groovy - 1.6-beta-2-SNAPSHOT
· Scala - 2.7.1.final
Disclaimer: I know Groovy better than I know Scala, if someone spots a mistake please let me know
Feature
Java
Groovy
Scala
Type System
Static with few dynamic checks inserted as needed.
Dynamic, optional static types.
Static, with type inference.
Comments
/* * multiline comment */ /** * javadoc comment */ // single line comment
/* * multiline comment */ /** * groovydoc comment */ // single line comment
/* * multiline comment */ /** * scaladoc comment */ // single line comment
End of statement
;
a new line will do most in most cases. Use ; when ambiguous
a new line will do most in most cases. Use ; when ambiguous
Control Statements - if
if (condition) { // statements } if (condition) { // statements } else if (condition) { // statements } else { // statements }
if (condition) { // statements } if (condition) { // statements } else if (condition) { // statements } else { // statements }
if (condition) { // statements } if (condition) { // statements } else if (condition) { // statements } else { // statements }
Control Statements - ternary operator
(condition) ? true_statement : false_statement
(condition) ? true_statement : false_statement Elvis operator, a refinement over the ternary operator. If the condition expression is true then said condition expression will be the true_statement condition ?: false_statement
if (condition) true_statement else false_statement
Control Statements - while
while (condition) { // statements } do { // statements } while (condition);
while (condition) { // statements }
while (condition) { // statements } do { // statements } while (condition)
Control Statements - for
for (init; condition; increment ) { // statements } for (Type t: iterable ) { // statements }
for (init; condition; increment ) { // statements } for (Type t: iterable ) { // statements } for ( variable in iterable ) { // statements } Every single object in Groovy is iterable, default impl returns the object itself
for ( t <- list-value ) { // statements } list-value may also be an Array for ( s ) yield statement s may be one of
  • generator: val x <- e e is a list-value expression, binding x to successive values in the list
  • definition: val x = e introduces x as a name for the value of e in the rest of the comprehension
  • filter: a Boolean expression, omits all bindings (values?) for which the expression is false
Control Statements - switch
switch (target) { case constant_expr: // statements [ break ] ... default : // statements }
switch (target) { case constant_expr: // statements [ break ] ... default : // statements } * target may be any object * case statements may use same expressions as in Java plus Strings, Matchers, regular expression, closures, ranges, any object that supports isCase()
Not supported Scala has a similar feature as Groovy's any object as case (case classes and matchers, they deserve a more detailed explanation)
Control Statements - conditions
conditions must be evaluated in a boolean context
conditions may be evaluated in many contexts, this is known as the Groovy Truth, some rules follow (this is not a complete set, please refer to Groovy in Action or Groovy's site) evaluates to false
  • false
  • null references
  • empty Map
  • empty List
  • Matcher with no matches
conditions must be evaluated in a Boolean context
String Literals
"Hello Java"
"Hello Groovy" // double quote 'Hello Groovy' // single quoute """Hello Groovy""" // multiline // variable interpolation name = "Groovy" "Hello ${name}" // evals to Hello Groovy
"Hello Scala" """Hello Scala""" // multiline @Daniel mentions Scala supports triple-quote too
Class declaration
class HelloWorld { // fields // methods }
class HelloWorld { // fields // methods }
class HelloWorld { // fields // methods } // defines a singleton object object HelloWorld { // fields // methods }

原文链接 http://groovygrails.com/gg/blog/view/123147;jsessionid=11297C7AB6F87D53BBBC1CEFBCA6B0AB.vhost01

内容概要:本文介绍了ENVI Deep Learning V1.0的操作教程,重点讲解了如何利用ENVI软件进行深度学习模型的训练与应用,以实现遥感图像中特定目标(如集装箱)的自动提取。教程涵盖了从数据准备、标签图像创建、模型初始化与训练,到执行分类及结果优化的完整流程,并介绍了精度评价与通过ENVI Modeler实现一键化建模的方法。系统基于TensorFlow框架,采用ENVINet5(U-Net变体)架构,支持通过点、线、面ROI或分类图生成标签数据,适用于多/高光谱影像的单一类别特征提取。; 适合人群:具备遥感图像处理基础,熟悉ENVI软件操作,从事地理信息、测绘、环境监测等相关领域的技术人员或研究人员,尤其是希望将深度学习技术应用于遥感目标识别的初学者与实践者。; 使用场景及目标:①在遥感影像中自动识别和提取特定地物目标(如车辆、建筑、道路、集装箱等);②掌握ENVI环境下深度学习模型的训练流程与关键参数设置(如Patch Size、Epochs、Class Weight等);③通过模型调优与结果反馈提升分类精度,实现高效自动化信息提取。; 阅读建议:建议结合实际遥感项目边学边练,重点关注标签数据制作、模型参数配置与结果后处理环节,充分利用ENVI Modeler进行自动化建模与参数优化,同时注意软硬件环境(特别是NVIDIA GPU)的配置要求以保障训练效率。
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