On Wed, Mar 25, 2015 at 1:20 PM, Buddhika Jayawardhana < [email protected]> wrote:
> Then what about the REST APIs for report recommendations and get > recommendations. They are sub APIs of machine learners API, aren't they ?(eg: > When storing data :POST /recommendations/datasets) > > On 25 March 2015 at 11:51, Nirmal Fernando <[email protected]> wrote: > >> Hi Buddhika, >> >> On Wed, Mar 25, 2015 at 11:48 AM, Buddhika Jayawardhana < >> [email protected]> wrote: >> >>> Dear Nirmal, >>> >>> I went through the M1 release notes. This is what I understood about >>> integration of proposed Recommendations Solution with WSo2 machine >>> learner. Please point me out if I have understood anything wrong. >>> >>> - The REST API for Recommendations will be a sub API of WSo2 machine >>> learner.(say recommendations) >>> - Users are allowed to choose different recommendations algorithm >>> and create a project . >>> - Data set can be stored in to the database using a Post request >>> similar to POST /recommendations/datasets >>> - Corresponding model for a particular analysis can be retrieved GET >>> /recommendations/models/{name} >>> >>> >> I think recommendation is just an algorithm type, and you can think as >> in, you build a new model using a recommendation algorithm and use model's >> predict API to output the recommendations. >> >> >>> Thank You. >>> >>> >>> On 24 March 2015 at 11:20, Nirmal Fernando <[email protected]> wrote: >>> >>>> Hi Buddhika, >>>> >>>> Proposal looks good and I have few suggestions; >>>> >>>> * Stick only to JSON for the rest API. (no need to have XML) >>>> * Give a high priority to the recommendation algorithm integration. >>>> * Include a section, on what you have already done. >>>> >>>> Thanks. >>>> >>>> On Tue, Mar 24, 2015 at 7:46 AM, Nirmal Fernando <[email protected]> >>>> wrote: >>>> >>>>> Yes, Buddhika, I think we need a Java based implementation. >>>>> >>>>> On Tue, Mar 24, 2015 at 2:43 AM, Buddhika Jayawardhana < >>>>> [email protected]> wrote: >>>>> >>>>>> Dear Developers, >>>>>> >>>>>> I was studying about Spark mllib. Can I use python to implement the >>>>>> recommendations part instead of java ? Would it bring difficulties when >>>>>> integrating with wso2 machine learner? >>>>>> >>>>>> Thank You. >>>>>> >>>>>> On 23 March 2015 at 21:25, Buddhika Jayawardhana < >>>>>> [email protected]> wrote: >>>>>> >>>>>>> Thank You Nirmal, >>>>>>> I will go through this. >>>>>>> >>>>>>> On 23 March 2015 at 19:52, Nirmal Fernando <[email protected]> wrote: >>>>>>> >>>>>>>> Thanks for the proposal. We'll review it. >>>>>>>> >>>>>>>> Please try out the M1 release for a better understanding on the >>>>>>>> back-end: https://github.com/wso2/product-ml/releases/tag/1.0.0-m1 >>>>>>>> >>>>>>>> On Tue, Mar 10, 2015 at 12:51 PM, Buddhika Jayawardhana < >>>>>>>> [email protected]> wrote: >>>>>>>> >>>>>>>>> This is the draft of my project proposal. I would like to have >>>>>>>>> your kind comments and advises to improve it. >>>>>>>>> >>>>>>>>> >>>>>>>>> On 9 March 2015 at 11:06, Nirmal Fernando <[email protected]> wrote: >>>>>>>>> >>>>>>>>>> >>>>>>>>>> On Mon, Mar 9, 2015 at 10:59 AM, Buddhika Jayawardhana < >>>>>>>>>> [email protected]> wrote: >>>>>>>>>> >>>>>>>>>>> Hello again, >>>>>>>>>>> >>>>>>>>>>> I did some research about REST architecture and about >>>>>>>>>>> recommendations systems. From that knowledge I decided to develop >>>>>>>>>>> the >>>>>>>>>>> deliverables in following order. >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> 1. REST API to report user interactions with the >>>>>>>>>>> Retail Web Store >>>>>>>>>>> 2. REST API to get recommendations for a given user >>>>>>>>>>> 3. Integrate Spark's recommendation algorithms into >>>>>>>>>>> ML >>>>>>>>>>> 4. Java script based API client to be used in the >>>>>>>>>>> Website. >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> - . Is the above order OK or should I change it? >>>>>>>>>>> >>>>>>>>>>> Looks good! >>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> - >>>>>>>>>>> - . As the initial stage there is a lot design work to >>>>>>>>>>> be done. Is it sufficient if I follow the Oracle tutorial on >>>>>>>>>>> JAX-RS ( >>>>>>>>>>> http://docs.oracle.com/javaee/6/tutorial/doc/gilik.html)? >>>>>>>>>>> >>>>>>>>>>> Are you asking whether it's ok to use JAX-RS as the REST >>>>>>>>>> implementation? If it is the question, yes it's ok. >>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> - >>>>>>>>>>> - . How can I learn about WSo2 machine Learner?(to get >>>>>>>>>>> an idea about the level of abstraction that I will get to work >>>>>>>>>>> with ) >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>> You have to wait a week or two till we get a Milestone release >>>>>>>>>> out. For the time being please go through the slide deck I shared. >>>>>>>>>> This >>>>>>>>>> shouldn't be a problem for the project, since integration with the >>>>>>>>>> ML, can >>>>>>>>>> be done at a later stage of the project. :-) >>>>>>>>>> >>>>>>>>>>> Thank you. >>>>>>>>>>> >>>>>>>>>>> On 7 March 2015 at 15:42, Buddhika Jayawardhana < >>>>>>>>>>> [email protected]> wrote: >>>>>>>>>>> >>>>>>>>>>>> You are very welcome. >>>>>>>>>>>> >>>>>>>>>>>> On 7 March 2015 at 12:14, Nirmal Fernando <[email protected]> >>>>>>>>>>>> wrote: >>>>>>>>>>>> >>>>>>>>>>>>> I've fixed this. Thanks. >>>>>>>>>>>>> >>>>>>>>>>>>> On Sat, Mar 7, 2015 at 12:01 PM, Nirmal Fernando < >>>>>>>>>>>>> [email protected]> wrote: >>>>>>>>>>>>> >>>>>>>>>>>>>> Oh..Thanks Buddhika.. I think that should be a mistake .. Let >>>>>>>>>>>>>> me check. >>>>>>>>>>>>>> >>>>>>>>>>>>>> On Sat, Mar 7, 2015 at 11:51 AM, Buddhika Jayawardhana < >>>>>>>>>>>>>> [email protected]> wrote: >>>>>>>>>>>>>> >>>>>>>>>>>>>>> Hi WSo2 Developers, >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> I am an Undergraduate from Department of Computer Science >>>>>>>>>>>>>>> and Engineering University of Moratuwa. I am willing to propose >>>>>>>>>>>>>>> a project >>>>>>>>>>>>>>> for GSoc 2015 based on the WSo2s project idea 11 >>>>>>>>>>>>>>> "Recommendation Solution >>>>>>>>>>>>>>> for WSO2 Machine Learner". I went through 1st reference link >>>>>>>>>>>>>>> and learnt how >>>>>>>>>>>>>>> Recommendation Systems work. Now I am learning about Apache >>>>>>>>>>>>>>> Spark. But the >>>>>>>>>>>>>>> thing which I could not get a clear idea about is the >>>>>>>>>>>>>>> deliverable: "A web >>>>>>>>>>>>>>> application that can integrate Google Wallet for generating >>>>>>>>>>>>>>> Invoices for >>>>>>>>>>>>>>> cloud usage”. Could you please help me to understand a little >>>>>>>>>>>>>>> bit about the >>>>>>>>>>>>>>> application (What kind of a cloud service is this, who are the >>>>>>>>>>>>>>> target >>>>>>>>>>>>>>> customers, What Google Wallet API should I use etc.) >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> Thank You! >>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>> *Buddhika Jayawardhana* >>>>>>>>>>>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>>>>>>>>>>> University of Moratuwa >>>>>>>>>>>>>>> *[email protected] <[email protected]>* | >>>>>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/buddhikajay/> >>>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> -- >>>>>>>>>>>>>> >>>>>>>>>>>>>> Thanks & regards, >>>>>>>>>>>>>> Nirmal >>>>>>>>>>>>>> >>>>>>>>>>>>>> Senior Software Engineer- Platform Technologies Team, WSO2 >>>>>>>>>>>>>> Inc. >>>>>>>>>>>>>> Mobile: +94715779733 >>>>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> -- >>>>>>>>>>>>> >>>>>>>>>>>>> Thanks & regards, >>>>>>>>>>>>> Nirmal >>>>>>>>>>>>> >>>>>>>>>>>>> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >>>>>>>>>>>>> Mobile: +94715779733 >>>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> -- >>>>>>>>>>>> *Buddhika Jayawardhana* >>>>>>>>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>>>>>>>> University of Moratuwa >>>>>>>>>>>> *[email protected] <[email protected]>* | >>>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/buddhikajay/> >>>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> -- >>>>>>>>>>> *Buddhika Jayawardhana* >>>>>>>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>>>>>>> University of Moratuwa >>>>>>>>>>> *[email protected] <[email protected]>* | >>>>>>>>>>> LinkedIn <http://lk.linkedin.com/in/buddhikajay/> >>>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> -- >>>>>>>>>> >>>>>>>>>> Thanks & regards, >>>>>>>>>> Nirmal >>>>>>>>>> >>>>>>>>>> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >>>>>>>>>> Mobile: +94715779733 >>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>>> -- >>>>>>>>> *Buddhika Jayawardhana* >>>>>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>>>>> University of Moratuwa >>>>>>>>> *[email protected] <[email protected]>* | LinkedIn >>>>>>>>> <http://lk.linkedin.com/in/buddhikajay/> >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> -- >>>>>>>> >>>>>>>> Thanks & regards, >>>>>>>> Nirmal >>>>>>>> >>>>>>>> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >>>>>>>> Mobile: +94715779733 >>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>> >>>>>>> >>>>>>> -- >>>>>>> *Buddhika Jayawardhana* >>>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>>> University of Moratuwa >>>>>>> *[email protected] <[email protected]>* | LinkedIn >>>>>>> <http://lk.linkedin.com/in/buddhikajay/> >>>>>>> >>>>>> >>>>>> >>>>>> >>>>>> -- >>>>>> *Buddhika Jayawardhana* >>>>>> Undergraduate | Department of Computer Science & Engineering >>>>>> University of Moratuwa >>>>>> *[email protected] <[email protected]>* | LinkedIn >>>>>> <http://lk.linkedin.com/in/buddhikajay/> >>>>>> >>>>> >>>>> >>>>> >>>>> -- >>>>> >>>>> Thanks & regards, >>>>> Nirmal >>>>> >>>>> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >>>>> Mobile: +94715779733 >>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>> >>>>> >>>>> >>>> >>>> >>>> -- >>>> >>>> Thanks & regards, >>>> Nirmal >>>> >>>> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >>>> Mobile: +94715779733 >>>> Blog: http://nirmalfdo.blogspot.com/ >>>> >>>> >>>> >>> >>> >>> -- >>> *Buddhika Jayawardhana* >>> Undergraduate | Department of Computer Science & Engineering >>> University of Moratuwa >>> *[email protected] <[email protected]>* | LinkedIn >>> <http://lk.linkedin.com/in/buddhikajay/> >>> >> >> >> >> -- >> >> Thanks & regards, >> Nirmal >> >> Senior Software Engineer- Platform Technologies Team, WSO2 Inc. >> Mobile: +94715779733 >> Blog: http://nirmalfdo.blogspot.com/ >> >> >> > > > -- > *Buddhika Jayawardhana* > Undergraduate | Department of Computer Science & Engineering > University of Moratuwa > *[email protected] <[email protected]>* | LinkedIn > <http://lk.linkedin.com/in/buddhikajay/> > -- Thanks & regards, Nirmal Senior Software Engineer- Platform Technologies Team, WSO2 Inc. Mobile: +94715779733 Blog: http://nirmalfdo.blogspot.com/
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