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中国南方城市正在利用北京人对雾霾的忧虑，用明媚的阳光和清新的空气引诱北京人才。“在这里，你永远不用戴口罩，”一家深圳公司的人力资源这样说。

全球变暖、厄尔尼诺肆虐......干旱洪灾等极端异常天气在世界各地频发。气候变化影响所及，今后圣诞节也许就是这个样子。

国际知名智库珍氏防务咨询机构（IHS Jane's）说，国际恐怖组织伊斯兰国今年失去了14%的占领地，反观叙利亚的库尔德族所控制的地区却增加了近两倍。

澳大利亚警告，伊斯兰极端武装组织伊斯兰国正致力于提升其在印度尼西亚的势力，要在这个世界穆斯林人口最多的国家建立一个“远方哈里发”。

中国证券报 　　明年新股发行或提速 　　23日和24日，年内最后8只新股申购结束后，依托于老规则的“预缴款打新制”将宣告终结。市场人士指出，随着注册制落地时间节点临近，股权投资大时代将加速到来，明年新股发行或提速。不过，市场资金继续保持宽裕，对直接融资有较....

据报道，朝鲜新兴富裕层的“钱主”的影响力正在扩大，他们通过集市扩充巨额资本后，正逐渐把手伸入流通网络和房地产领域。

进入冬季，重度雾霾频繁侵袭中国北方。北京已两次启动空气污染红色预警。纽约时报中文网邀请读者分享他们对雾霾的看法，讲述雾霾笼罩下的生活。这里是部分读者的反馈。

一般认为咖啡因的致死量是3克左右，该男子用以提神的能量饮料，每瓶含有150毫克至170毫克的咖啡因。——日本一男子因经常饮用含咖啡因的提神饮料而死，负责解剖的福冈大学教授久保真一指出，若在短时间内饮用约20瓶，咖啡因摄入量足可致死。

半年前经历发射失败的美国太空探索科技公司（SpaceX）“猎鹰9号”（Falcon 9）升级版火箭终于在周一晚顺利升空，其可重复使用的主要助推器（火箭第一级）过后更成功返回发射场，首次实现安全回收。

欧洲与北美洲今年的冬天异常温暖，往年在摄氏零下气温中过节的赫尔辛基人今年有个温度高达10.3摄氏度的暖冬；美国首都华盛顿甚至可能出现24摄氏度的创纪录高温，人们过不了白色的圣诞。

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Sublime Text is a powerful text editor. Here I introduce how to add custom REPL config for remote/local R, Python, Scala, Spark, Hive, you name it (this is only tested for OS X).
The example below interprets local Python (top), R (middle) and Hive (bottom) code on remote.

Good IDEs are everywhere. RStudio for R, Pycharm for Python, IntelliJ for Scala. But these are specialized in one language and what I wanted to have is a tool for broad and multi-language data science tasks with autocompletion, FTP, highlighter, formatter, split editing, local/remote evaluation and REPL. I especially wanted REPL functionality that takes single inputs, evaluates them, and returns the result for quick prototyping. Sublime Text is a popular text editor with massive amount of plugins that provides quite a lot of what you need. By adding custom REPL, Sublime Text becomes an all-in-one tool for every data science task from hadoop ETL, Spark machine learning, HTML/CSS editing to markdown reporting.

Good IDEs are everywhere. RStudio for R, Pycharm for Python, IntelliJ for Scala. But these are specialized in one language and what I wanted to have is a tool for broad and multi-language data science tasks with autocompletion, FTP, highlighter, formatter, split editing, local/remote evaluation and REPL. I especially wanted REPL functionality that takes single inputs, evaluates them, and returns the result for quick prototyping. Sublime Text is a popular text editor with massive amount of plugins that provides quite a lot of what you need. By adding custom REPL, Sublime Text becomes an all-in-one tool for every data science task from hadoop ETL, Spark machine learning, HTML/CSS editing to markdown reporting.

gif setup is heavily based on the following two packages

SublimeREPL
enables REPL inside Sublime Text

origami
adds flexible pane layout

When you have them installed, the only thing you need to do is to add a new SublimeREPL config.

Add custom SublimeREPL config

First thing you need to do is to find out SublimeREPL config file location. Most probably you can find it by Sublime Text tab, Preferences, Brouse Packages, SublimeREPL, then config (I use OS X 10.10.5).

As an example, we are going to add remote_R sublime interepreter config. This should be useful when you have local R script and like to evaluate it remotelly.

You’ll find two files in the folder.
Now we are going to give SublimeREPL access to your remote R (I assume you can SSH to your remote).
Open the files and edit some lines as shown below.
Find the lines with #CHANGE , those are the ones I changed. You’ll see caption and id are no longer “R” but “remote_R”. And cmd now accesses to your remote R .

If you copy & paste the below code, don’t forget to delete #CHANGE blah blah comment. JSON doesn’t accept comments

Main.sublime-menu

The above example is only to add remote R but basically the same procedure to add Python, Scala, Spark, Hive, Impala and technically anything on remote.
You might need to do a little trick in some cases so I also added config for Python and Hive to my Github page as an example.

The above example is only to add remote R but basically the same procedure to add Python, Scala, Spark, Hive, Impala and technically anything on remote.
You might need to do a little trick in some cases so I also added config for Python and Hive to my Github page as an example.

Detecting fraudulent transactions is a key applucation of statistical modeling, especially in an age of online transactions. R of course has many functions and packages suited to this purpose, including binary classification techniques such as logistic regression.

If you'd like to implement a fraud-detection application, the Cortana Analytics gallery features an Online Fraud Detection Template. This is a step-by step guide to building a web-service which will score transactions by likelihood of fraud, created in five steps:

Detecting fraudulent transactions is a key applucation of statistical modeling, especially in an age of online transactions. R of course has many functions and packages suited to this purpose, including binary classification techniques such as logistic regression.

If you'd like to implement a fraud-detection application, the Cortana Analytics gallery features an Online Fraud Detection Template. This is a step-by step guide to building a web-service which will score transactions by likelihood of fraud, created in five steps: