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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. Need Token for words with Polish Language

    I would like to make an application that process polish sentence.

    3 votes
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  2. Need to have a feature which restricts file downloads\uploads from notebooks sections

    Please include a feature to restrict users from downloading/uploading the files in the notebooks files section.

    we tried with Reader access in RBAC but still the user is able to download the files.

    we also tried to block the downloads & uploads from microsoft cloud app security but getting REQUESTSENDERROR: , since ms cloud app security works based on reverse proxy and we can't configure proxy setting there.

    3 votes
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  3. 3 votes
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  4. 3 votes
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  5. 남예주

    입력 데이터 세트의 열 수가 허용 된 최소값보다 적습니다. 2 열. "}} 오류 : 오류 0020 : 입력 데이터 집합의 열 수가 허용 된 최소 열 2 개보다 적습니다. 프로세스가 오류 코드 -2로 종료되었습니다. 이 오류 표시를 정확하게 뜨게 해주세요.

    3 votes
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  6. 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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  7. 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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  8. Add the function to delete any version of the dataset

    If you update a dataset with incorrect data, there is no way to delete that version. It would be helpful if there was a function that could delete only the specific version you want to delete.

    3 votes
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  9. Add a chart for evaluating a time-series forecast model

    Evaluate automated machine learning experiment results (https://docs.microsoft.com/en-us/azure/machine-learning/how-to-understand-automated-ml)

    This site has charts and metrics for Classification and Regression, but no for time-series forecast models. Customers have asked us to add a chart like the one attached, so please consider it.

    "chart.png" file: a comparison chart of real data and prediction results.

    3 votes
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  10. Make AutoML a module in the Designer

    It would be very useful if AutoML could be used from within the Designer.

    3 votes
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  11. Read HHTP response in Azure Machine Learning

    I created a logic app that invoke a Machine Learning pipeline when the blob storage is changed. When I create the method HHTP request pass two parameters in the JSON: file store and the file path (the same example as: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-trigger-published-pipeline), however the Machine Learning receive the response but the file of pipelines is not change (the value is static). How can I read the HTTP response in Azure Machine Learning and pass this information in the pipline endpoint so that the result is always dynamic depending on blob storage?

    3 votes
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  12. Monetization of pre-trained ML Models via AI-store

    As a user it would be great to be able to use an existing pre-trained model for some of my AI use-cases. This model can be supplied by a third party supplier. As a user I pay a fee per minute of usage.
    The same approach is currently available witin the AWS Sagemaker marketplace.

    3 votes
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  13. Support ParallelRunStep and Many Models in Visual Designer

    In order to implement a Many Models solution code is required[1]. This solution with the ParallelRunStep should be accomplishable via the Visual Designer.

    I notice that an icon is available for this step AFTER it's created via code, but not an option in the pipeline editor.

    [1] https://github.com/microsoft/solution-accelerator-many-models

    3 votes
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  14. Azure ML Labelling Project: allow image labeling by different users

    In an Azure ML Labelling Project, one image can only be labelled by one labeler. To identify images that are difficult to classify, it would be good to allow different labelers to label the same image. Class membership could then be a probability or a confidence, i.e. relative frequency of class assignments.

    3 votes
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  15. Make the information of storage of compute instance in ML more clear

    I found that there is a os SDD managed disk is attahced to a conpute instance when we create it. But I found there is no informatiln on the ML servce portal to show us. please show it on portal because the disk costs.

    3 votes
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  16. Bring back the two way visualizations option as seen in Machine Learning Classic.

    In the classic version you can compare one variable against another. Very useful to see how each variable is related to the variable you want to predict. This option has been removed in the newer version.

    3 votes
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  17. Allow uploading data to data lake gen2 datastore from SDK

    Uploading data to gen2 datastore is now possible only via experiments. It would be very handy if it were possible via pure SDK.

    3 votes
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  18. Enable browsing files during dataset creation with saved credentials

    Currently, it is impossible to browse files during dataset creation in gen2 datastore with saved credentials of service principal, which makes user experience worse, as service principal credentials are necessary to enable other features (like schema inference). Currently, no combination of options exist that would enable all 3 listed features:

    (Dataset preview without profiling, Schema inference, Dataset browsing during creation)

    I think that all three features should be enabled with both managed identity and saved credentials turned on.

    3 votes
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  19. Resync Keys

    It is very said we need manually "Resync Keys" in ML studio. We can not even find a API to call resync key in power-shell.

    3 votes
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

    Hi Azure Customer,

    Thank you for your feedback here. Since Azure Machine Learning Studio will be deprecated. We will not be supporting in Studio, investigtaing how Resync Keys works with visual interface

    We will get back to you soon once we have any update.

    Thank you for your understanding.

    Regards,
    Azure CXP Community

  20. Need a module to identify Low / High Correlated feature with Target Variable as well as High Correlated input features.

    A new module which outputs High/low Correlated input features with Target Variable as well as to identify High correlated input features.

    This module would help to create better Trained Data Set and that would turn to create better ML model.

    3 votes
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