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• Activation Function, Initializer function, etc, effects on neural networks for face detection

  - by harry

  There's various activation functions: sigmoid, tanh, etc. And there's also a few initializer functions: Nguyen and Widrow, random, normalized, constant, zero, etc. So do these have much effect on the outcome of a neural network specialising in face detection? Right now I'm using the Tanh activation function and just randomising all the weights from -0.5 to 0.5. I have no idea if this is the best approach though, and with 4 hours to train the network each time, I'd rather ask on here than experiment!

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• Round bottom corners on Android Bitmap?

  - by alex

  Hey all, what would be best practice for clipping the bottom borders of a Bitmap? Just manipulate the Bitmap itself or overlay an alpha mask drawable or ...? The whole story: I've a Listview which looks like the iPhone's grouped UITableView style. I would like to display a Bitmap in the last row, but for now the Bitmap overlaps my custom background drawable of the Listview cell. Thx in advance!

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• How to apply changes without access to svn server

  - by JoelFan

  We are using svn for development of a large web application, and we do periodic updates to production. The production server does not have access to svn (for security reasons). What is the best way to push the changes since the last production release for a new release? We would like to avoid re-creating the whole site each time, since it is very large.

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• How do I design this link table?

  - by Soo

  Ok SO, I have a user table and want to define groups of users together. The best solution I have for this is to create three database tables as follows: UserTable user_id user_name UserGroupLink group_id member_id GroupInfo group_id group_name This method keeps the member and group information separate. This is just my way of thinking. Is there a better way to do this? Also, what is a good naming convention for tables that link two other tables?

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• Delete all characters in a multline string up to a given pattern

  - by biffabacon

  Using Python I need to delete all charaters in a multiline string up to the first occurrence of a given pattern. In Perl this can be done using regular expressions with something like: #remove all chars up to first occurrence of cat or dog or rat $pattern = 'cat|dog|rat' $pagetext =~ s/(.*?)($pattern)/$2/xms; What's the best way to do it in Python?

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• SWT: cleaning up before application exit

  - by Alexey Romanov

  What is the best way for an SWT application to clean up resources before application exit? I see two options: 1) Add a DisposeListener to main window (or better, to the Display). Will it get run if an uncaught exception happens? 2) Use a shutdown hook. Any problems to be aware of there which aren't mentioned in Design of the Shutdown Hooks API?

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• Table transformation / field parsing in PL/SQL

  - by IMHO

  I have de-normalized table, something like CODES ID | VALUE 10 | A,B,C 11 | A,B 12 | A,B,C,D,E,F 13 | R,T,D,W,W,W,W,W,S,S The job is to convert is where each token from VALUE will generate new record. Example: CODES_TRANS ID | VALUE_TRANS 10 | A 10 | B 10 | C 11 | A 11 | B What is the best way to do it in PL/SQL without usage of custom pl/sql packages, ideally with pure SQL? Obvious solution is to implement it via cursors. Any ideas?

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• Project Performance Evaluation and Finding Weak Areas

  - by pramodc84

  I'm working in J2EE web project, which has lots of Java, SQL scripts, JS, AJAX stuff. Its been 5 years for project still running fine. I have assigned with work of performance evaluation on the project as there might be some memory usage issues, DB fetching logic delays and other similar weak performance areas. From where should I begin? Any best practices to make project better?

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• What is correct content-type for excel files?

  - by taw

  I want excel files on a website to open in Excel when clicked, not get saved on desktop, or get opened embedded in a browser etc. Now obviously it all depends on how everything is configured for each user, but what's the best Content-Type and other settings to achieve just that most of the time?

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• Defining a class with specific style dynamically in jQuery

  - by Acorn

  Is it possible to define a class with specific style attributes dynamically with jQuery, rather than setting the style of all elements with that class? I could set the attributes of the class at the end of the script once all the elements have been created, but is that the best way to go about it? If I define the style of the class with $('.class').css('property','value'); at the beginning of the script, nothing would happen because the elements with class .class haven't been created yet, right?

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• Displaying a table on the Android platform.

  - by Tarmon

  Any suggestions on the best way to display this table on an Android platform? The formatting is not necessary but I am looking for a flexible way to do this because there are numerous tables with different numbers of rows and columns.

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• Adding images and embedding video - Ruby on Rails Blog

  - by bgadoci

  What is the best way to allow for the adding of images and embedding of video in the body:text field of a Ruby on Rails blog. I understand that I can use an attachment like Paperclip to add a photo to a record but I am wondering how to get images/vids into the actual body of the post.

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• BlackBerry - Custom menu toolbar

  - by Dachmt

  Hi I'm a beginner in BlackBerry programming, I need to replace in my application the default menu (when you press the menu button) by a custom menu, horizontal. The best to describe is I want the same result as the WeatherEye application for BlackBerry... I know how to create the default menu, but this one I have no idea! Thank you,

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• Monitoring network

  - by sadegh

  best & free tools for monitoring Network ? i want to use in vc++ .

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• Ruby: How to post a file via HTTP as multipart/form-data?

  - by kch

  I want to do an HTTP POST that looks like an HMTL form posted from a browser. Specifically, post some text fields and a file field. Posting text fields is straightforward, there's an example right there in the net/http rdocs, but I can't figure out how to post a file along with it. Net::HTTP doesn't look like the best idea. curb is looking good.

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• Tool to monitor HTTP, TCP, etc. Web Service traffic

  - by huseyint

  What's the best tool that you use to monitor Web Service, SOAP, WCF, etc. traffic that's coming and going on the wire? I have seen some tools that made with Java but they seem to be a little crappy. What I want is a tool that sits in the middle as a proxy and does port redirection (which should have configurable listen/redirect ports). Are there any tools work on Windows to do this?

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• Good Git repository viewer for Mac

  - by Sergio Acosta

  Can anyone recommend a good repository viewer for Git, similar to gitk, that works on Mac OS X Leopard? (I'm not saying gitk doesn't work) Of course I would like a native Mac application, but as I haven't found any, what are the best options to gitk? I know about gitview, but I'm looking forward to evaluate as many alternatives as possible. http://sourceforge.net/projects/gitview

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• Matching between product and customer personal information

  - by Yanshof

  I writing some application that find ( according to some question ) information about some person ( lets say that the information are weight, hight and age of the person ). In the other hand i have product list ( can be very big one ) and according to the product information i need to find the best matching between the person information and the product ( the product information that i have are water part, nitrogen part and ext. ) I can't use flow chart algorithm or Breadth-first search because the number of the product is dynamically ( read the product list from DB ... )

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• How can I list all classes loaded in a specific class loader

  - by Yaneeve

  For debug reasons, and curiosity, I wish to list all classes loaded to a specific class loader. Seeing as most methods of a class loader are protected, what is the best way to accomplish what I want? Thanks!

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• How to do smart resource planning for short Agile/Sprint cycles?

  - by Chanakya

  We use scrum technique to plan for short development lifecycle. It is very common that sometimes tasks gets moved or reallocated or deferred from the current sprint for multiple reasons. In that case there is a chance of resources getting freed up from the planned work. It may get difficult to allocate new tasks to them during sprint as mostly all projects are tied up at that point with planned work. What is the best way to plan resources in these situations?

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• Ruby 1.9 and Rackspace's email api (SOAP)

  - by kjs3

  Is anyone out there working with SOAP on Ruby 1.9? Rackspace has email addresses for $2/month and an api to programmatically create/destroy accounts which looks like the best I've found. Fusemail has $2 addresses too but you need a minimum of 80 to get access to the api. So, I either need to find a solution to working with Rackspace or a different email host.

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• Memory ReAllocation

  - by davispuh

  What is the right and best way to reallocate memory? for example I allocate 100 bytes with WinAPI function HeapAlloc then I fill 100 bytes of that memory with some data and now I want to add more new data at end of previous... What Should I do? Make a new allocation with more bytes and then copy old+new to new location and free old memory? Or there is some way to allocate new memory at end of old data and then copy only new data?

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• How do you get the host address and port from a System.Net.EndPoint?

  - by cyclotis04

  I'm using a TcpClient passed to me from a TcpListener, and for the life of me I can't figure out a simple way to get the address and port it's connected to. The best I have so far is _client.Client.RemoteEndPoint.ToString(); which returns a string in the form FFFF::FFFF:FFFF:FFF:FFFF%00:0000. I've managed to extract the address and port using Regular Expressions, but this seems like overkill. What am I missing?

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• Development Environment for Testing MySQL Replication

  - by Dave Morris

  Is there an easy way to setup an environment on one machine (or a VM) with MySQL replication? I would like to put together a proof of concept of MySQL replication with one Master write instance and two slave instances for reads. I can see doing it across 2 or 3 VMs running on my computer, but that would really bog down my system. I'd rather have everything running on the same VM. What's the best way to proof out scalability solutions like this in a local dev environment? Thanks for your help, Dave

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• php cookies block access to directories

  - by user342391

  I have a mysql database of users that can login to my site and view content. I would like to block a couple of directories from certain users. What is the best way to do this. Currently when a user logs in a cookie is created with their customer id and the customer is is used to display their content. How would I block entire directories from my users???

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