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.

Have a technical question, or want to learn more? Please visit our documentation, MSDN forum or StackOverflow.


  1. Display and Edit Python Code by Module

    It would be terrific to view the python code being generated for a module and make tweaks to it in a code editor.

    1 vote
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  2. Custom Module in Designer

    Include a custom module in Designer where people can call an existing model from the registry and build around it, or call web service of a model outside of Designer and build around it, or call a cognitive service and build around it or call an ONNX model and build around it.

    1 vote
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  3. HyperDrive: Allow reusing child runs even when parameter space changes

    I had a hyperdrive run going, and it became clear that one of my parameter's lower bound was too high (i.e. the best runs were all at that lower bound), so I killed the HD run and tried to warmstart a new one with just that run, but it rejected that because the space had changed.

    It would be nice if I could reuse the child runs from a prior HD run and just discard the ones that fall outside of the new parameter space.

    1 vote
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  4. Expose Cluster Purpose On Arm Template Deployments

    In the AzureML SDK you are able to specify when attaching an AKS Compute Instance to the workspace whether the purpose is DEVTEST or FASTPROD.

    For development environments you can specify DEV_TEST so that the minimum 3 Nodes are not imposed on the cluster (keep cost down on test environmets).

    I noticed that this functionality does not seemed to be exposed when using ARM Templates (https://docs.microsoft.com/en-us/azure/templates/microsoft.machinelearningservices/2020-01-01/workspaces/computes#AKS).

    This means that if you are trying to easily spin up test environments using ARM templates it will set the purpose to FAST_PROD which means that you will need a…

    3 votes
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  5. Allow to modify the bounding boxes during the review of labeled data

    We are currently working on an object identification project. We need to label a several number of different objects on one single image.
    Currently, we can only choose to accept/reject the entire image when reviewing the labeled data even there is sometimes only one mis-labeled object.
    We'd like to be able to adjust the bounding box when it is mis-labeled instead of rejecting everything else.

    12 votes
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  6. Azure Machine Learning Designer In AML Studio Model Evaluation, Curves Not Adjusting With Threshold Change

    AUC curves do not adjust in Evaluate Model result visualization along with the threshold adjustment although the confusion matrix does

    1 vote
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  7. Allow attachment of a VM to AML to private IP address

    Please allow attachment of a virtual machine to machine learning studio by using private ip address of a VM. Due to company security restrictions it is not possible to use public ip address. Also from security point of view it doesn't make sense to use public ip only.

    4 votes
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  8. Sharing compute instance in members of same developer team

    Actually compute instance can only be used by one member of team, and others developers can't use this.

    A good feature it's all members of a workspace can use compute instance (with the right rights), and make a queue of experiments runnings.

    25 votes
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  9. 1 vote
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  10. bsc nursing colleges in kerala

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    1 vote
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  11. Laser Tracker Suppliers Dubai

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    1 vote
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  12. lubricant companies in uae

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    1 vote
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  13. Segregate a Workspace across multiple projects.

    Allow us to organize 1 workspace in several projects, allowing greater governance and cost sharing between projects.
    In this case, make it possible for us to create project folders where each folder / project has its associated objects, where we can implement access profiles for its objects.
    We would continue sharing processing clusters, but we could segregate registered models, pipelines, datasets, etc. by project folders.

    Today, as it is, we only achieved this segregation by assigning 1 workspace for each project.
    And this strategy of 1 workspace per project will make projects more expensive, because today, a trainning cluster cannot…

    28 votes
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  14. Recovery of Azure ML Workspace

    Hi Team,

    Can you implement in Azure to recover Machine Learning Workspaces which gets deleted accidently by developers?

    Since once they delete Workspaces, Storage account associated to those workspaces also gets deleted and they lose their data.

    Thanks,
    Bhagat

    1 vote
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  15. Increase arbitrarily small metrics document limit (3000b)

    Remove the 3000b limit for metrics:

    azureml._restclient.exceptions.ServiceException: ServiceException:

    Code: 400
    
    Message: (ValidationError) Metric Document is too large, 3195b is larger than the max metric size 3000b.
    Details:
    Metric Document is too large, 3195b is larger than the max metric size 3000b.

    This is from running .log_table with only 5 integers (and associated short strings)

    9 votes
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  16. Support python 3.7

    Support running Python 3.7 scripts

    5 votes
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  17. Document azure devops machine learning tasks

    To create azure devops pipelines implementing MLOps(e.g. [1], you have created pipeline tasks which can be executed in the devops pipeline, e.g ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0 and others. There clearly mirror the CLI and API, but they provide no documentation. They should.

    1: https://github.com/microsoft/MLOpsPython/blob/master/.pipelines/diabetes_regression-ci.yml

    5 votes
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  18. Make it like Orange

    Can you actively analyze data in a new way and have the models update and the visualizations update instantly to determine if the new analysis is a good idea?
    Best feature of Orange is instant feedback on your progress, will you have it?

    3 votes
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  19. ERR_CERT_AUTHORITY_INVALID

    Notebook cannot be loaded (showing "loading" forever) in several environments. When I see the trace with F12 dev tool on loading Notebook in Azure Machine Learning, the error "net::ERRCERTAUTHORITY_INVALID" happens in aznb-bundle.css and aznb-bundle.js, and these files are not loaded.

    2 votes
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  20. By ending it.

    This is an avenue to enforce the illegal critical race theory.
    End it!

    1 vote
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