Hi Kasun,

I reviewed your proposal and it looks OK for me.
I have added few comments. Can you please look at them?

Thanks,
Upul


On Sun, Apr 2, 2017 at 5:31 AM, Kasun Weerakoon <kasun...@gmail.com> wrote:

> Hi Upul,
>
> I shared my draft proposal in GSoC dashboard and I kindly request your
> feedback in improving the proposal.
>
> Thanks and Regards,
>
> *Kasun Bandara*
> Faculty of Information Technology, University of Moratuwa
> 0715787004 | kasun...@gmail.com
> <http://www.linkedin.com/in/kasunweerakoon>
> <http://github.com/KasunWeerakoon>  <http://devkasun.blogspot.com/>
>
> On Tue, Mar 28, 2017 at 3:25 PM, Kasun Weerakoon <kasun...@gmail.com>
> wrote:
>
>> Hi,
>>
>> I'm working on the project proposal and there were several questions
>> emerged as follows,
>>
>>    1. In offline machine learning we normally preprocess data by doing
>>    operations such as *scaling*, before training the model. So in the
>>    streaming algorithm is there any way to do that?
>>
>>    2. Does this algorithms we are going to implement should support *non
>>    numeric* input such as text data?
>>
>>    3. If it's so,  do we need to implement a *word2vec* model to convert
>>    inputs into numeric vectors?
>>
>>    4. If our streaming algorithms supports sentiment analysis on the
>>    Social Networks,  how are we going to address this problem with streaming
>>    data?
>>    I researched about this matter and found some approach such as *Modified
>>    Balanced Winnow *for streaming algorithms instead of batch mode
>>    learning approach.
>>    http://file.scirp.org/pdf/JDAIP_2014053015541008.pdf
>>
>> I appreciate your opinion about this problems and it would be very
>> helpful in creating the proposal for me.
>>
>> Thanks and Regards,
>>
>> *Kasun Bandara*
>> Faculty of Information Technology, University of Moratuwa
>> 0715787004 | kasun...@gmail.com
>> <http://www.linkedin.com/in/kasunweerakoon>
>> <http://github.com/KasunWeerakoon>  <http://devkasun.blogspot.com/>
>>
>> On Thu, Mar 23, 2017 at 11:19 AM, Kasun Weerakoon <kasun...@gmail.com>
>> wrote:
>>
>>> Hi,
>>>
>>> I started working on the project proposal as you mentioned and came up
>>> with a sample perceptron classifier algorithm.
>>>
>>> Please find the github repo in following link -
>>> https://github.com/KasunWeerakoon/GSoC_WSO2
>>>
>>> It would be great if you can provide me some feedback about it.
>>>
>>> Thanks and regards,
>>>
>>> On Wed, 15 Mar 2017, 07:25 Upul Bandara, <u...@wso2.com> wrote:
>>>
>>>> Hi Kasun,
>>>>
>>>> Sounds good. Also, please start working on the project proposal as
>>>> well.
>>>> The proposal should be included following high-level sections and
>>>> please feel free to add sub-sections as needed.
>>>>
>>>> 1. Description
>>>> 2. Deliverables
>>>> 3. Timeline
>>>> 4. Implementation
>>>>
>>>>
>>>> Thanks,
>>>> Upul
>>>>
>>>> On Tue, Mar 14, 2017 at 9:54 AM, Kasun Weerakoon <kasun...@gmail.com>
>>>> wrote:
>>>>
>>>> Hi,
>>>>
>>>> Sorry for being late to communicate my progress with you, because of my
>>>> academic works. From now on I will be able to work on this project with my
>>>> full potential.
>>>>
>>>> I went through the CEP quick start guide and created  event flow,
>>>> received events via HTTP transport, processed events with an execution plan
>>>> and published events to dashboard successfully.
>>>>
>>>> I also went through the Apache SAMOA getting start guide and did some
>>>> tutorials.
>>>>
>>>> I'm currently reading Chapter 12 of the Mining of Massive Datasets book
>>>> as you mentioned and hope your guidance to carry out the work.
>>>>
>>>> Thanks and Regards,
>>>>
>>>> *Kasun Bandara*
>>>> Faculty of Information Technology, University of Moratuwa
>>>> 0715787004 | kasun...@gmail.com
>>>> <http://www.linkedin.com/in/kasunweerakoon>
>>>> <http://github.com/KasunWeerakoon>  <http://devkasun.blogspot.com/>
>>>>
>>>> On Tue, Feb 28, 2017 at 12:06 PM, Kasun Weerakoon <kasun...@gmail.com>
>>>> wrote:
>>>>
>>>> Hi,
>>>>
>>>> According to the rules mentioned,  I think I'm eligible to the program.
>>>>
>>>> Thanks and Regards,
>>>>
>>>> *Kasun Bandara*
>>>> Faculty of Information Technology, University of Moratuwa
>>>> 0715787004 | kasun...@gmail.com
>>>> <http://www.linkedin.com/in/kasunweerakoon>
>>>> <http://github.com/KasunWeerakoon>  <http://devkasun.blogspot.com/>
>>>>
>>>> On Tue, Feb 28, 2017 at 10:59 AM, Upul Bandara <u...@wso2.com> wrote:
>>>>
>>>> Hi Kasun,
>>>>
>>>> Great!
>>>> Also, please verify your eligibility as per the GSoC rules:
>>>> https://summerofcode.withgoogle.com/rules/
>>>>
>>>> Thanks,
>>>> Upul
>>>>
>>>> On Tue, Feb 21, 2017 at 9:52 AM, Kasun Weerakoon <kasun...@gmail.com>
>>>> wrote:
>>>>
>>>> Hi Upul,
>>>>
>>>> Thanks you for your reply. I'll go through above mentioned guides and
>>>> get back to you later.
>>>>
>>>> Regards,
>>>> Kasun Weerakoon.
>>>>
>>>> On Tue, 21 Feb 2017, 08:39 Upul Bandara, <u...@wso2.com> wrote:
>>>>
>>>> Hi Kasun,
>>>>
>>>> We are glad to see your interest!
>>>>
>>>> The main objective of this project is to develop a real-time machine
>>>> learning toolkit for Siddhi [1]. Siddhi CEP is a lightweight, easy-to-use
>>>> Open Source Complex Event Processing Engine (CEP) released as a Java
>>>> Library under Apache Software License v2.0. The readme page of the Siddhi's
>>>> Github repository contains a good overview of the Siddhi library. Also,
>>>> SiddhiQL Guide [2] will be helpful you to understand Siddhi Query Language.
>>>>
>>>> Most probably, we will be writing this toolkit as a Siddhi extension.
>>>> Therefore, please go through Siddhi Extension Guide [3] to get a quick
>>>> overview regarding how to write Siddhi extensions.
>>>>
>>>> In addition to that, if you are not familiar with general machine
>>>> learning concepts, I think Chapter 12 of the Mining of Massive Datasets
>>>> book (link is provided in the GSco project page) will be really helpful.
>>>> Also, if you have some free time please look at other streaming machine
>>>> learning libraries such as Apache Samoa[4].
>>>>
>>>> Please go through these Siddhi/ML tutorials/guides. They will be
>>>> helpful when it comes to writing your project proposal.
>>>>
>>>> Thanks,
>>>> Upul
>>>>
>>>> [1]. https://github.com/wso2/siddhi
>>>> [2]. https://docs.wso2.com/display/CEP420/SiddhiQL+Guide+3.1
>>>> [3] https://docs.wso2.com/display/CEP420/Writing+Extensions+to+Siddhi
>>>> [4] https://samoa.incubator.apache.org/
>>>>
>>>> On Mon, Feb 20, 2017 at 7:00 PM, Kasun Weerakoon <kasun...@gmail.com>
>>>> wrote:
>>>>
>>>> Hi all,
>>>>
>>>> I'm Kasun Weerakoon, final year undergraduate of University of
>>>> Moratuwa, Sri Lanka. I'm interested about above mentioned project idea as
>>>> I'm passionate about machine learning and deep learning techniques. I have
>>>> used ML in my final year project and have followed the Coursera machine
>>>> learning course by Stanford University as well as a ML course module in the
>>>> university. I've recently participated to the Deep Learning meetup held in
>>>> your organization. I use Java as my major programming language and
>>>> currently  I'm following tutorials on Siddhi. I believe I'm a good
>>>> candidate for this project and hope your guidance for this project.
>>>>
>>>> Regards,
>>>> Kasun Weerakoon.
>>>>
>>>> _______________________________________________
>>>> Dev mailing list
>>>> Dev@wso2.org
>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Upul Bandara,
>>>> Mob: +94 715 468 345 <+94%2071%20546%208345>.
>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Upul Bandara,
>>>> Associate Technical Lead, WSO2, Inc.,
>>>> Mob: +94 715 468 345 <071%20546%208345>.
>>>>
>>>>
>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Upul Bandara,
>>>> Associate Technical Lead, WSO2, Inc.,
>>>> Mob: +94 715 468 345 <+94%2071%20546%208345>.
>>>>
>>>
>>
>


-- 
Upul Bandara,
Associate Technical Lead, WSO2, Inc.,
Mob: +94 715 468 345.
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