Sounds good Can you please share us the performance numbers (and confusion matrix) you got with the MINIST? Also, how did you do: load MNIST data into WSO2 ML Server? split training/testing subsets? Tune hyper-parameters?
What was the training time? Thanks, Upul On Thu, Aug 11, 2016 at 6:59 AM, Lakini Senanayaka < lakinisenanayak...@gmail.com> wrote: > Hi. > > Thank you very much for sharing the code. > I have solved many of the issues I had with the UI. > > I have tested the UI with MNIST dataset.It gave the correct results and > the UI is working well with large datasets. > > The UI gets unresponsive for sometimes as the AJAX call takes nearly 5 > minutes to give the response.Currently, I am handling that issue and I have > to call the dataset from the ML server. > > I will share my documentation as soon as possible. > > Thank you. > > On Tue, Aug 9, 2016 at 9:52 AM, Upul Bandara <u...@wso2.com> wrote: > >> Following jag file ( please look at function loadDatasets(), function >> updateDatasets(), function deleteDataset(datasetId) and etc) has everything >> you need to know to get dataset from ML server to your UI. Please kindly >> note that it is very difficult for us to give exact code snippet to meet >> your requirement. As a student, you should be able to go through available >> code which shows how to use APIs and uses those APIs in your applications. >> >> I think the API doc Supun shared with you and the following jag file will >> help you to understand how to extract dataset and versions from the ML >> Server and displaying those in your UI. >> >> BTW, did you manage to test your UI with large datasets such as MNIST. >> MNIST is an image dataset but you can convert it to standard CSV format and >> can be used to train NN using your UI. >> >> https://github.com/wso2/carbon-ml/blob/master/apps/ml/site/d >> ata/datasets.jag >> >> On Mon, Aug 8, 2016 at 6:31 AM, Lakini Senanayaka < >> lakinisenanayak...@gmail.com> wrote: >> >>> Hi, >>> >>> Thank you very much. >>> >>> But Upul told me about a code snippet which I can use inside the API >>> implementation in the last meeting. >>> >>> However can I get the dataset file from calling *GET >>> https://localhost:9443/api/datasets/{datasetId} >>> <https://localhost:9443/api/datasets/%7BdatasetId%7D> * inside the API >>> implementation in the backend (inside carbon-ml\components\ml\org.ws >>> o2.carbon.ml.rest.api\src\main\java\org\wso2\carbon\ml\rest\api ) and >>> can I access the dataset through the response's *"sourcePath" ?* >>> >>> Thank you. >>> >>> On Sun, Aug 7, 2016 at 8:06 PM, Supun Sethunga <sup...@wso2.com> wrote: >>> >>>> Hi Lakini, >>>> >>>> Please find all the APIs and their samples at [1]. Additionally, you >>>> can always refer the existing UI to get an idea. for eg: you can check the >>>> dataset page of the existing ML UI to see how the datasets are retrieved. >>>> >>>> [1] https://docs.wso2.com/display/ML110/REST+API+Guides >>>> >>>> Regards, >>>> Supun. >>>> >>>> On Sat, Aug 6, 2016 at 11:06 AM, Lakini Senanayaka < >>>> lakinisenanayak...@gmail.com> wrote: >>>> >>>>> Hi Upul, >>>>> >>>>> Could you please explain me the way to get the dataset from the carbon >>>>> ML to the API which I am implementing. >>>>> >>>>> Thank you. >>>>> >>>>> On Thu, Aug 4, 2016 at 4:37 PM, Lakini Senanayaka < >>>>> lakinisenanayak...@gmail.com> wrote: >>>>> >>>>>> Hi, >>>>>> >>>>>> This is the meeting minute for today's GSoC project review meeting. >>>>>> >>>>>> Upul reviewed the current progress of the project, "(Deep) Neural >>>>>> Network Builder for WSO2 Machine Learner". >>>>>> Below mentioned are the decisions made and the new tasks allocated at >>>>>> the meeting. >>>>>> >>>>>> Assigned action items: >>>>>> -Making the UI more user-friendly. >>>>>> Ex: Physical lines of connections between layers should >>>>>> follow the movements of the layers. >>>>>> -Train the feed forward network for MNIST dataset. >>>>>> -Testing the accuracy of the neural network model for different >>>>>> optimization and updater algorithms. >>>>>> -Handling Exceptions. >>>>>> -Trying to show graphs related to the model, along with the >>>>>> accuracy of the model in the output. >>>>>> -Start writing documentation. >>>>>> -Showing a demo for the ML team. >>>>>> >>>>>> Decisions made: >>>>>> >>>>>> -Higher priority should be given in implementing feed-forward >>>>>> network than RNN. >>>>>> -Upul will provide me necessary instructions on the way to >>>>>> access the dataset which is inserted through the WSO2 ML console as NN >>>>>> builder UI needs to access that dataset and use as the training dataset. >>>>>> >>>>>> Thank you. >>>>>> >>>>>> On Wed, Aug 3, 2016 at 5:59 AM, Lakini Senanayaka < >>>>>> lakinisenanayak...@gmail.com> wrote: >>>>>> >>>>>>> Hi, >>>>>>> >>>>>>> Thank you very much for your kindness. >>>>>>> >>>>>>> I can schedule a meeting on this Thursday(4th-August-2016). >>>>>>> >>>>>>> Thank you. >>>>>>> >>>>>>> On Tue, Aug 2, 2016 at 10:39 AM, Upul Bandara <u...@wso2.com> wrote: >>>>>>> >>>>>>>> Hi, >>>>>>>> >>>>>>>> As you know we have only two weeks to complete GSOC projects. >>>>>>>> Unfortunately, this project is a little bit lagging behind and it looks >>>>>>>> like you have to put some additional effort during the last two week. >>>>>>>> In >>>>>>>> order to support you, we though it is better to have a small F2F >>>>>>>> meeting >>>>>>>> with you and it will help you to sort out any issues currently you are >>>>>>>> facing with. >>>>>>>> >>>>>>>> So can you please schedule a meeting with the ML team? >>>>>>>> >>>>>>>> Thanks, >>>>>>>> Upul >>>>>>>> >>>>>>>> On Sat, Jul 30, 2016 at 5:45 PM, Nirmal Fernando <nir...@wso2.com> >>>>>>>> wrote: >>>>>>>> >>>>>>>>> >>>>>>>>> On Sat, Jul 30, 2016 at 1:43 PM, Lakini Senanayaka < >>>>>>>>> lakinisenanayak...@gmail.com> wrote: >>>>>>>>> >>>>>>>>>> Hi, >>>>>>>>>> >>>>>>>>>> I have solved the above problem.I have referred the mail thread >>>>>>>>>> *[Dev] >>>>>>>>>> "Error 403 - Forbidden" when session expires in admin console*[1] in >>>>>>>>>> dev mailing list.I couldn't upload jaggery files to the console >>>>>>>>>> and when >>>>>>>>>> I was trying to do it, it gave the* Error 403-Forbidden.* >>>>>>>>>> >>>>>>>>>> I have copied the jaggery files to >>>>>>>>>> *<ML_HOME>/repository/deployment/server/jaggerapps* directory as >>>>>>>>>> Supun instructed and it worked. >>>>>>>>>> >>>>>>>>>> Although I have implemented the back end for feed forward neural >>>>>>>>>> network still it has some problems.It doesn't work well.Do I need to >>>>>>>>>> add >>>>>>>>>> the neural network algorithms to the >>>>>>>>>> *org.wso2.carbon.ml.core.spark.algorithms* in Carbon ML ?Do I >>>>>>>>>> need to follow the same pattern which is used by the Carbon ML when >>>>>>>>>> implementing the back end coding and APIs? >>>>>>>>>> >>>>>>>>> >>>>>>>>> Yes please. >>>>>>>>> >>>>>>>>>> >>>>>>>>>> I will submit the demo ASAP. >>>>>>>>>> >>>>>>>>>> [1]https://mail.google.com/mail/u/0/#search/Re%3A+%5BDev%5D+ >>>>>>>>>> %22Error+403++Forbidden%22+when+session+expires+in+admin%09c >>>>>>>>>> onsole/155bfcbf7e98992f?projector=1 >>>>>>>>>> >>>>>>>>>> Thank you. >>>>>>>>>> -- >>>>>>>>>> KIND Regards, >>>>>>>>>> *Lakini Senanayaka.* >>>>>>>>>> >>>>>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>>> -- >>>>>>>>> >>>>>>>>> Thanks & regards, >>>>>>>>> Nirmal >>>>>>>>> >>>>>>>>> Team Lead - WSO2 Machine Learner >>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>>>>>>>> Mobile: +94715779733 >>>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> -- >>>>>>>> Upul Bandara, >>>>>>>> Associate Technical Lead, WSO2, Inc., >>>>>>>> Mob: +94 715 468 345. >>>>>>>> >>>>>>> >>>>>>> >>>>>>> >>>>>>> -- >>>>>>> KIND Regards, >>>>>>> *Lakini Senanayaka.* >>>>>>> >>>>>>> >>>>>> >>>>>> >>>>>> -- >>>>>> KIND Regards, >>>>>> *Lakini Senanayaka.* >>>>>> >>>>>> >>>>> >>>>> >>>>> -- >>>>> KIND Regards, >>>>> *Lakini Senanayaka.* >>>>> >>>>> >>>> >>>> >>>> -- >>>> *Supun Sethunga* >>>> Senior Software Engineer >>>> WSO2, Inc. >>>> http://wso2.com/ >>>> lean | enterprise | middleware >>>> Mobile : +94 716546324 >>>> Blog: http://supunsetunga.blogspot.com >>>> >>> >>> >>> >>> -- >>> KIND Regards, >>> *Lakini Senanayaka.* >>> >>> >> >> >> -- >> Upul Bandara, >> Associate Technical Lead, WSO2, Inc., >> Mob: +94 715 468 345. >> > > > > -- > KIND Regards, > *Lakini Senanayaka.* > > -- Upul Bandara, Associate Technical Lead, WSO2, Inc., Mob: +94 715 468 345.
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