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I moved all development activities to linux recently. Part of the migration process involved getting used to some new apps like Kopete / Pidgin / KDE Snapshot etc. It was a breeze until I started debugging my code in eclipse.

I frequently use the eclipse keyboard shortcuts to cut down the time I spend coding / debugging. One of my favorite is Ctrl + Shift + i , which will open up the inspection box for a particular variable. This shortcut just did not work. For quite a few days I did not understand why. The other shortcuts like fix imports ( ctrl + shift + o ) seemed to be working fine. That’s when I stumbled across a kopete shortcut.

The java neural network Neuroph was making news recently about its integration with Hadoop. Neural networks can solve some interesting problems once they are trained. This article aims to provide the baby steps necessary to writing your first java program that loads a trained neural network.

Before you even begin to read anything that follows, a basic understanding of neural network terminology and the concept behind the same is necessary. The following articles are great starting points to understanding neural networks

Neuroph and neural networks – Part 1

Neuroph and neural networks – Part 2

Neuroph and neural networks – Part 3

Intro to neural networks

Cars and Signals:

We will  simulate the scenario where cars wait at a signal and move only when the lights are green. This simple example should help get you started. Our aim is to define a neural network with the easyNeurons swing application; train it; import it into java and use it in an application.

I had the opportunity to work with the ATOM protocol in detail recently. One of the products related to ATOM that I stumbled across is the AtomServer. If you dont already know it, ATOM is accompanied by a publishing protocol. Its called ATOMPub in short. Unlike RSS this protocol allows you to perform CRUD operations on the entries that you define under a feed.

What does that mean ? For example, you could have an entry in a feed which you wish to edit. You can edit / remove this entry using PUT / DELETE HTTP requests to an appropriate URL hosted by a server. So this protocol allows a user to interact with the feed (among other things. The ATOM XML format can be extended).

I was testing an application today and came across a bug. A screen had some CRUD operations on a resource. The problem was, whatever I did, the system would perform the operation and tell me that the resource already existed. This left me scratching my head for quite a while. I add a resource and it says it already exists and then adds it. Delete and update also do the same.

So the debugging process started and I sat down with eclipse to get to the root of the problem. I verified that indeed the CRUD operations were reflecting in the persistence store. Then I came across these magical lines of code

public static final String S_SOMETHING_EXISTS = "something.already.exists";
public static final String S_SOMETHING_ADD_SUCCESS = "something.already.exists";
public static final String S_SOMETHING_DELETE_FAIL = "something.already.exists";
public static final String S_SOMETHING_DELETE_SUCCESS = "something.already.exists";

This left me smacking my head. It should have been

public static final String S_SOMETHING_EXISTS = "something.already.exists";
public static final String S_SOMETHING_ADD_SUCCESS = "something.add.success";
public static final String S_SOMETHING_DELETE_FAIL = "something.delete.failed";
public static final String S_SOMETHING_DELETE_SUCCESS = "something.delete.success";

One of the things I hear often from someone wanting to try linux and leave windows is that they are afraid that they will no longer be able perform some of the things they used to do. That is so wrong. Be it from the perspective of a developer or a casual user linux offers a wide range of apps to suit your needs. Here is a table of things I used to do in windows that I can still do in linux

Application	Windows	Suse Linux – KDE desktop
Chat	Gtalk, Skype	Kopete / pidgin for gtalk Skype is supported
Development	Eclipse / myeclipse / Netbeans	All of them have linux flavours
Screenshot	Gadwin printscreen	Ksnapshot
Browsing	Chrome / Firefox / Opera	They are all supported. Chrome support is getting better
SQL Client	Squirrel SQL	Supported. Java runs anywhere