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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