embedding rnn seq2seq and basic rnn seq2seq - python-2.7

after reading the documentation and digging for a couple days on the web i still confused about :
what is the difference between basic_rnn_seq2seq and
embedding_rnn_seq2seq?
And when to use each one of them? Thanks in advance

Unfortunately, TensorFlow lacks detailed documentations and examples of their APIs.
I made a brief example for functions in legacy_seq2seq.
https://github.com/j-min/tf_tutorial_plus/tree/master/RNN_seq2seq/legacy_seq2seq

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minimal test with apache geode

I would like to extend geode with custom binary data (serialization). Is there any documentation about how to kickoff a minimal setup/system using geode? I saw a docker image but didn't find any docs on this.
It would be more than enough for me to have a c++ client which can push and query the stored (~30 GB of) data by a key.
Thank you very much for your help!
Checkout... https://cwiki.apache.org/confluence/display/GEODE/Index#Index-Geodein5minutes
There is more information on the Geode Wiki as well that maybe of use to you.
https://cwiki.apache.org/confluence/display/GEODE/Application+Development
This maybe of particular interests to you...
https://cwiki.apache.org/confluence/display/GEODE/PDX+Serialization+Internals
Hope this helps get you started.
Cheers!
The C++ and C# clients are currently not part of Apache Geode, just Pivotal GemFire.
You will find information about Geode and Docker here, here and here.
There may not be actual documentation for C++, but you can use the REST client to communication with GemFire as well. Documentation is here and here.

Automatic text classification using n-gram model

hi i'am a newbie to data mining. My task is to automatically classify text documents using n-grams method.
I could not find proper resources on this topic, kindly help me how to proceed in this topic, where can i find tutorials based on n-gram classification.
i need java source code on this topic for my understanding.
thanks in advance.
I highly recommend Stanford's online NLP course by Dan Jurafsky & Chris Manning. Chapter 4 addresses n-grams, but all the chapters before it give a great background.
Stanford also has some great open source software you can use for text classification, from tokenizing to part of speech tagging.
i found better tutorial with documentation in
http://textcat.sourceforge.net/README.txt
http://textcat.sourceforge.net/doc/index.html

Looking for third party charting options for ColdFusion

A project I am working on makes extensive use of CFCHART. We have run into quite a few usage and performance issues with CFCHART, so I have been tasked to look at some third-party solutions to try out and recommend. Anybody have some reviews and recommendations they'd care to share?
Consider outputting the raw data and using JavaScript / Canvas to generate the charts on the fly. The load is the given to the client.
This makes it easier for screenreaders and people who like to save the data to access it as well.
Some JS charting libraries:
http://code.google.com/apis/chart/
http://omnipotent.net/jquery.sparkline/
http://code.google.com/p/flot/
http://codecanyon.net/item/graphup-jquery-plugin/108025?redirect_back=true&ref=1stwebdesigner&clickthrough_id=23945276
http://www.highcharts.com/
Not dependent on your server side technology (e.g. irrelevant to the fact that you're using CF), I have recently started playing around with HighCharts (http://www.highcharts.com/), and have been very impressed.
Bear in mind, it's not free for commercial use, but you didn't specify as to any such restrictions. Although their pricing seems pretty fair (see http://www.highcharts.com/license)
The Wijmo jQuery library has some nice charting widgets. http://wijmo.com/
We use FusionCharts. They have a comprehensive set of chart and widget types (eg sparklines) and have a very slick, professional finish.
ChartDirector is reasonable and is very advanced. It generates image-based graphs and we don't have to worry about whether or not different browsers support various advanced HTML features or Flash. You can download it, install and run it unlicensed and it will only add a little copyright in the bottom-right 20 pixels of the graph. (Licensing is inexpensive.) It comes with 239+ ColdFusion scripts so that you have plenty of sample code. Their support forums is very active and helpful.
http://www.advsofteng.com/cdcoldfusion.html
Check out the gallery. It has some very impressive samples. You can create just about anything.
http://www.advsofteng.com/gallery.html
You can try jqChart as well.
Thank you to everyone for these suggestions! This gives me a good list of applications to work with. Since there is no one "right" answer for a question like this I made sure to note each answer as useful.

What was the book that you found most useful when learning WSDL?

I have worked with SOAP in SAAJ and JAXM, and I want to extend on that, and throw in some WSDL and UDDI.
What was, for you, the most useful book or article when you learned WSDL? What tools came in handy when trying to create and run some examples?
Thank you.
I am answering my own question since I did not get a lot of responses.
I eventually found a good article and used it as a basis for beginning to learn WSDL. I extended on it by reading other articles similar to the one specified by adatapost or by google-ing. For specific details I turned to the specifications as John Saunders suggested.
This is the material that I found most useful when starting to learn WSDL: Understanding WSDL. Hope it helps somebody else too.
Web Services Description Language (WSDL) 1.1
but also
WS-I Basic Profile Version 1.1 to learn what parts of WSDL to not use.

C++ and Thrift: Reference needed to get started

I have read about Thrift while trying to find out how to use Google Protocol Buffers. I have been searching for some reference that shows how to go about using it with a simple working example for C++. It's been frustrating not being able to find any such site. It is a bit surprising that almost all the examples use Java, a language that has cross-platform RMI already at its disposal. May be I have missed something in searching, and I would very much appreciate if anyone can give a reference to a tutorial with a working example, however small.
TIA,
-Sviya
I've never used Thrift, but Googling for "thrift" brought me to this page - http://incubator.apache.org/thrift/ - which has a C++ example at the bottom of the page.
The thrift wiki has this page - http://wiki.apache.org/thrift/ThriftUsageC%2B%2B - which has more info on using it with C++
Also,
once when you install thrift in folder tutorial you have example of thrift file,
server&client implementations in different languages and README file.
This is good place to start!
Because there were no tutorial on the web, I created one in my blog.
You can check my full tutorial about Thrift in: My Blog
Since it's too long, I cannot post my answer here. But I think my blog is a good resource for anyone who wants to get started with Thrift.