Machine Learning

Welcome! You can use this site to tell the Azure Machine Learning team what features you would like to see.
Azure Machine Learning enables developers and data scientists to build advanced analytic web services in minutes and hours, eliminating the heavy lifting associated with deploying machine learning in modern data driven applications.

How can we improve Microsoft Azure Machine Learning?

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  1. Add progress bar instead of animated histogram during processing

    It would be useful to see how far a data processing step has progressed rather than seeing the animated histogram in Azure ML Workbench.

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      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • Rename transform dataflow step

      Please allow us to rename a transform dataflow step so that if we have more than one, it is easy to tell which one is which.

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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • Please allow the ability to disable a step during data cleaning in Azure ML Workbench

        To aid with data cleansing experimentation, please allow the option to disable a step so that we can move past errors without having to delete the step and re-add the fix later.

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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Comment Block

          Create a Comment block to add to experiments. This block would be like any others, but would do nothing but allow comments of that part of the flow. It would consist of a Title and description (for further explanation) like other blocks but would do nothing but pass through.

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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Add Microsoft Azure ML in Visual studio

            Why do we need a new IDE when we already use Visual studio? Azure ML should be available as part of Visual studio where we can create new experiments and run it from there.

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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • RBAC for users while providing them access

              Currently, it allows only the entire Workspace to be shared with employees. Do you have any plan to introduce RBAC so that we can provide access to projects only to users. Also, it even provides them access to delete all models in the workspace which could cause potential issues of one user deleting others work.

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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • CNN

                Wonder how are RNNs and deep NNs are covered in Azure ML.

                a) There is no mention of CNN and RNN. the sheet "microsoft-machine-learning-algorithm-cheat-sheet-v6"
                b) Also how do we visaulize deep networks?

                Besides

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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • Ability to share Machine Learning Studio to an AD group

                  At the moment it's possible to invite individual users only.

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                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                  • Creating Python or R code out of Azure ML will greately transform Azure ml to be a standerd global tool for machine learning

                    Converting or generating to Python or R code out of Azure ML will greatly transform Azure ML to be a standard global tool for machine learning on any platform. Developing quickly the Machine Learning workflow application in Azure ML and converting it the equivalent Python or R code will promote Azure ML to be a global machine learning tool for all platforms

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                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • 1 vote
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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • Custom Model module using Python in Azure ML Studio

                        Azure ML Studio provides a lot of in-built models to work with. But no way to use our own custom models in it. It would be great if we can copy paste our our own models using Python (like we do in the Execute Python Script module) and then train and test the model. This would speed up the model building procedure. It will be simpler rather than writing the code in Azure ML Jupyter Notebook, creating the model and then use model with ASP.NET Web API to publish.

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                          1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                        • Remember my language preferences on all Microsoft sites

                          I'm located in Germany, my OS language and regional settings are set to German. Still, I would like to read online content in the language it was created in, because machine translations are worse than my English is :-). Using any Microsoft site, I always have to a) either scroll all the way to the bottom and change the language to English or b) have to flip the switch at the top saying "Auf Englisch lesen" (in docs).
                          It would be so convenient to store my preferences in a cookie and additionally have a setting in my profile.

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

                            Today during GMT+8, 5:42pm July 4, an logistic regression took extra longer time to process. The same amount of data, and same algorithm, it took 45 seconds before today. But today, it took 28 minutes. I wonder if there is any issue and how to troubleshoot such an issue?

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                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • Support for tensorflow, Openkeras for deep learning to built deep networks

                              What are options if on wants to build their own networks on the lines of Resnet and Inception. Does it need to be done entirely in python?
                              Are tensorflow and openkeras frameworks supported?
                              i am trying to build a custom face recognition and object recognition service

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                                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                              • Visualize more than 100 features in AML studio

                                Hi,
                                I have a dataset and I have tagged few cols for Convert to Indicator Values. As a result the DataSet Cols grows past 100. In the Score Module - Visualize I can see that there are 2 additional cols in the Col count (like went from 123 to 125 cols). But looks like only the first 100 Cols are displayed. In my case the important cols showing the Scored Label and Scored probabilities are not visible.

                                Is there a way to show more cols in the visualize view ?

                                Thanks

                                5 votes
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                                  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                                • Models are not being saved from Azure ML studio

                                  I am not able to save the trained model which are being used for webservices in physical location from azure ML studio, Is there any possibility to deploy the model or lets say webservices to Iot Edge

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                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Improve sharing of projects with Azure Machine Learning Studio

                                    When sharing a workspace with coworkers (via SETTINGS > USERS), they can visualize the data contained in project that I created but not the IPython notebook in it. Looks like a bug to me!

                                    3 votes
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                                    • Make it possible to delete users and change their role

                                      In Azure Machine Learning Studio, when accessing USERS in SETTINGS, I don't understand how users can be removed or their role changed.

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                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • Export Python code from AzureML

                                        Exporting Python script from an experiment setup in AzureML. Would be a great feature to have.

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                                        • AFx Library library exception: table: The data set being scored must contain all features used during training, missing feature(s): ( Error

                                          https://gallery.azure.ai/Experiment/482db69487f24f809688acb2dd13ddaf

                                          If you try to deploy this, you will get an error.
                                          AFx Library library exception: table: The data set being scored must contain all features used during training, missing feature(s): ( Error

                                          I do not know the solution. Can you help?

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