Machine Learning

Welcome! The Azure Machine Learning team invites you to share and vote for features to help you build, manage, and deploy custom machine learning models.

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  1. Azure ML service does not log experiments runs or model registrations to Azure Monitor

    AML services shows few metrics however logging of experiment runs are not available in Azure Monitor.

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  2. Logistic Regression

    It's very useful for beginners. If I want to use the logistic regression algorithm, how can I do that?

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  3. Train Azure Model on Voice

    Need model which can be trained on Voice.

    Core idea would be, Call center has data Comprising of Label "Customer Complaint" and Feature "Issue description"

    Sample "Customer Complaint" would be Billing issue or Internet speed

    Sample description would be "Hey i was paying $x but the price went up by $y, can you apply some promotion to being my monthly bill down by $z"

    the webservice will take Voice input Issue Description & should product either voice/text output Customer complaint

    We would want to train ML model with the data and deploy as web service. THis way when the consumer…

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  4. Issue using a CSV were last entry in each row is a comma

    I have a CSV with following format:

    X1,X2,y
    0,2,0,
    1,2,1,
    2,2,2,

    All rows have 3 columns, but each row has a final comma.

    If I use a file like that to train an AutoML model using Python SDK, a new RAW column is added with name ColumnX. Thus if I want to deploy the model and use it I need to send a request with columns: X1, X2, and ColumnX.

    Code I'm using to get raw columns:

    run = AutoMLRun(exp, "experimentid")
    , bestmodel = run.getoutput()
    [x["RawFeatureName"] for x in bestmodel.namedsteps["datatransformer"].getfeaturizationsummary()]

    Not sure where…

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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  5. Make Tabular Dataset from_sql_query() method more like SQL alchemy or equivalent

    The SQL syntax for querying Azure ML datastores (eg Azure SQL) is extremely specific and tricky to get right, for example new lines and tabs for readability are not supported, and weirdly nor is the ORDER BY clause. I propose making the query syntax more akin to that supported by the open source sqlalchemy package. Given that many people already use this, it will also make the lift and shift to Azure ML much easier for people, rather than having to rewrite / reformat programmatic query strings.

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  6. Love this idea, really!

    Azure Storage Explorer can save you a bit of hassle from I've seen. Great idea really.

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  7. 1 vote
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  8. Issues with R Package installation on ML Studio , due to old version

    We were trying to run a R program with two libraries ‘tidyverse’ and ‘tabulizer’ in ML studio with Microsoft R open 3.4.4. And looks like the libraries require higher version of R in ML studio.
    Given below is the error message we are getting.

    Can you help us to resolve this issue or support us by providing an alternative option.
    Thank you.

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  9. Allow importing data from on-prem databases like Vertica, Oracle etc.

    We are going through a tool selection process for Machine Learning, and we think that Azure Machine learning fits most of our requirements, however one major drawback is that we cannot connect to other on premise databases other than Microsoft SQL server. Allowing multiple data source connectors gives much more flexibility as compared to other tools in the market.

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  10. Gantt view of all experiments execution in Machine Learning Workspace

    To see a Gantt chart of the time consumed by each of the experiments running simultaneously in the ML.

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  11. Show recent workspaces in ML studio in workspace filter pane

    It would be good to show the recent workspaces in workspace filter pane in azure ml studio that would allow users to quickly switch from one workspace to another. There is enough landscape available on this pane too.

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  12. MT-DNN-BERT Model inside Visual Interface of Azure ML Studio

    Any project need to use Semantic Models, badly need use either MT-DNN or BERT, can you please include MT-DNN or BERT Model inside Visual Interface of Azure ML Studio. Because that gives Azure edge over other AI Platforms DataRobot, other wise many customers move to other AI Platforms. I need to use either MT-DNN or BERT in my project. As per Gardner/Mckinsey report is saying more Intelligent Chat Bot with muliti lingual requirement flooding all over the world ever before in the AI.

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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  13. Is there a way to attach Data Bricks Cluster which is in a different resource group

    Is there a way to attach Data Bricks Cluster which is in a different resource group

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    need-feedback  ·  2 comments  ·  Flag idea as inappropriate…  ·  Admin →
  14. Upload a new dataset from Excel.

    There are no possible import from excel - http://prntscr.com/pda67v
    All time I have a problem, when I want to import from CSV, which I create from excel to csv. All time it shows one column all time. For example - http://prntscr.com/pda8w0 I can't get separated columns.
    If someone know solution, please tell me.

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  15. When are you planning to upgrade the CRAN R version on ML. Is this an option or not on the cards for the near future?

    Is this on your road map or not? Need to know for purposes of functional technology

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  16. support for value added reseller scenarios

    suppose you want to build azure ml into an application targeted at non-technical users, and you wanted to
    - allow them to try out a machine learning feature of your application by using a trial (no-credit-card) version of azure ml studio
    - offload management of the ml trial period and quota (trial licensing security) to azure
    - provision the free azure ml studio account with an arm template

    is any of this possible right now? will it ever be?

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  17. Please add function to enable distributed processing with Azure Machine Learning Studio itself.

    Please enable distributed processing with Azure Machine Learning Studio itself.
    When I do data analysis with module, an error occurs if the work time exceeds 24 hours.
    So, To reduce processing time, please add function to enable distributed processing with Azure Machine Learning Studio itself.

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  18. Pivot and unpivot needed come on this is common datascience component

    Pivot and unpivot needed come on this is common datascience component

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  19. Allow UPDATE a table in Export Data transformation

    Currently I can only INSERT rows to SQL table in my SQL Server in Azure using Export Data transformation.
    It would be useful to allow also UPDATE in cases when we need to update prediction scores of already "predicted" probabilities in the target table.
    Thanks

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  20. Add description tag for azureml.train.hyperdrive

    Currently when registering a best run model from a hyperdrive run instance, there is no way to add model description.

    e.g:

    from azureml.train.hyperdrive import HyperDriveRunConfig

    hypertuneconfig = HyperDriveRunConfig()
    hyperdrive
    run = exp.submit(config=hypertuneconfig)
    hyperdrive
    run

    no way to add a description tag here

    model = bestrun.registermodel(modelname='model', modelpath='outputs/model.pkl')

    The current workaround is to re train a single model after finding the best run parameters and registering the model with the description that way. This is cumbersome

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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

    Dear Azure Customer,

    Thanks for the feedback. Your feedback is very important to us. Our engineering team will investigate it and consider your feedback seriously. We will get back to you soon.

    Thank you for understanding.
    Azure CXP Community

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