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. 1 vote
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  2. 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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  3. AzureML should support to open multiple experiments in terms of tabs/pages simultaneously.

    Allowing editing or reading multiple experiments simultaneously will help to reuse any existing experiment flow.
    This will help to easily navigate to between experiments and use/update required information.

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  4. 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

    1 vote
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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  5. Option to Deploy web service as HTTP instead of default HTTPS

    I need the ability to deploy my predictive model as a HTTP end point instead of the default HTTPS. There are lot of restrictions in the ERP test environment where I am building the client application that consumes the web service. An easy way to turn on/off from HTTPS to HTTP would be very useful as I migrate from Test to Prod.

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  6. ML Studio Fails for Managed Application While deploying

    While Deploying ML Studio through Managed Apps,it fails with resource timeout error and have registered a case id with Azure Support -119121123001479

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  7. Have an option in the UI to overwrite existing model deployment...

    Currently, when deploying a model via the UI, if a deployment with the same name is already present, nothing happens and no pop-ups alert as well.

    There should be an option to overwrite an existing deployment with the latest inference scripts

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  8. Support in AutoML, and pipelines, for Word2Vec libraries, such as Gensim, etc.

    Currently there is no support for these libraries.
    Even manual python scripts in the Pipeline require a DataFrame as input, which is always not possible in case of text-processing and word2vec algorithms.

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  9. Visualize support for Designer's Train Model module

    Ml Studio (classic) was able to visualize the result, but Designer doesn't seem to be able to do it. To view the model parameters and feature weights, it's better to support Visualize.

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  10. 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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  11. Trail between experiment and models

    We would like a way of tracing a model back to the experiment run that created it.

    1 vote
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  12. Is it possible to change the web service URI from ".../score" to a custom name?

    I'm trying to replace an existing web service in Microsoft Dynamics that was using a model from Azure Machine Learning Studio. It has a hardcoded endpoint suffix like "/predict". For the Azure ML Service I'm building to replace it, there seems to be a hardcoded suffix called "/score" instead in the web service URI.

    Can I customize this? I'd like to replace "/score" with "/predict" etc so that I can swap out the new model.

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  13. Improve model portability

    Allow easy identification of all of an ML studio models components and exporting of these to new workspaces. Currently copying has major limitations such as data set size, workspace location etc. Datasets get duplicated when used in multiple models during the copy etc. It should be possible to select and copy multiple experiments or projects and have the copy process bring along everything that is needed including training experiments, predictive experiments, transformations and web service parameters etc. without creating duplication.

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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

  14. Mark models as faulty

    We would like to manually mark some models as faulty so that they cannot be used or restored.

    1 vote
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  15. Create notebook from docker image

    I'd like to create a notebook from a docker image in my private container registry so that I can test out the pieces of my azure ml experiment that failed. It seems like you can't create a notebook with a docker image or conda environment which makes it tedious to set up a custom environment. Thanks for considering this feature!

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  16. Pass pipeline parameter value into the Execute python script module

    Hi,
    would be useful to be able to pass pipeline parameter value into the Execute python script module. Then we will have general pipeline settings available in custom python scripts.
    Thanks,
    Pavel

    1 vote
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  17. AML pipeline with ADF step

    Is there a plan to support ADF as an AML pipeline steps ?
    The use case would be to leverage the extended ADF pipeline capabilities to prepare Data before it is used for training.
    Also, Data Engineer and Data Scientist would benefit from Data Lineage understanding through feature like Data Flow.
    I appreciate your feedbacks.

    1 vote
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  18. 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

    1 vote
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    need-feedback  ·  2 comments  ·  Flag idea as inappropriate…  ·  Admin →
  19. Please replace the UserVoice forum software used here for posting feedback

    Please replace the UserVoice forum software used here for posting feedback.

    It is user-unfriendly, a torture to work with, not maintained, lacks documentation and can likely never be fixed. It seems that it's well past the point where improvements can be made to this system.

    It's beyond me to understand why the new Microsoft (which just organized an amazingly successful MSBuild 2020) allows itself to be associated with such a poor user experience.

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  20. 1 vote
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