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. Support Python 2.x

    Please support Python 2.x as many frameworks still use it.

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      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • 1:1 R packages support from Training to Web Service Deployment

      I was successfully able to use the stringr package for my R module while the experiment was in Training.

      However, when I attempted to deploy my experiment I was greeted with the "unable to install package stringr" when it was running for the first time in prediction mode.

      Could we have some kind of documentation on which R packages are supported in Prediction (aka Production) versus Training (aka Development)?

      Thank you.

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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • 1 vote
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        • Trail between experiment and models

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

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          • Move free workspace to another region?

            I have a free workspace which is currently in the South Central US region. How can I move this to my local region (West Europe)?

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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Easier management of saved datasets

              I currently have ±200 saved datasets and find it very cumbersome to delete them one at a time. It would be great to have a checkbox-based bulk delete function.

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                1 comment  ·  Flag idea as inappropriate…  ·  Admin →
              • Toi co the dat ten no la HOUSING

                Toi se thay doi nhung gi co loi cho nhan loai. Mong cac ban hay ung ho toi bang cach bao ve cong **

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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • 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 →
                  • Mark models as faulty

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

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                      1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                    • 1 vote
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                      • return more specific info for geographyV2

                        Using Luis, I have an utterance "food near boston ma". I have a pattern "food near [geographyV2]" and one "food near [geographyV2] [geographyV2]". Luis finds the "boston" entity but not "ma". Training and assigning doesn't help. Luis should recognize state abbreviations. Luis could recognize "boston, ma" as one geographical entity and return an object which specifies the city unambiguously. If the utterance is "springfield, ma" Luis would recognize "Springfield" as a city, but how do I know which Springfield if all I have is a text string with that single word? Then my code has to look for the "ma"…

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                        • I click on the Web Services experience link and the new tab is hanging on loading data

                          I click on the Web Services experience link and the new tab is hanging on loading data.I have not be able to finish de experient testing

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

                            Real time experiment update for teams and competition

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                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • Open source the Azure ML SDK and CLI extension

                              It would be great if the Azure ML SDK and CLI extension were open-sourced and put on GitHub (like several other Azure tools). The user community could help by fixing minor issues and adding improvements and the increased code transparency would help the users learn to use the tools correctly and understand their behavior.

                              The Azure ML SDK and CLI extension are implemented in Python, so everyone has access to the source code anyway, but there is no way currently to contribute fixes to the original projects and determining the changes between versions is cumbersome.

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                                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                              • Provide Azure ML in additional regions

                                Currently ML is only available in SouthCentral in the US. Is there a roadmap for availability in other regions?

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                                • How many cores can we use in AzureML?

                                  We'd like to use doSNOW package and foreach package with R script in AzureML.

                                  How many cores can we use with doSNOW package in AzureML?

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                                  • Please provide option to control isWarmContainer value

                                    Is Warm Container this value is not under control of user, I don't how it is designed but is causing experiment to not run on frequent basis. E.g .I have list of input rows passed onto experiment through API, First time executes taking the input rows, but when executed second time it gives the output for only the old set of inputs. It doesnt consider new set of inputs, in the output we can see Is Warm Container =TRUE.

                                    If you cant give control option atleast disable it permanently.

                                    Thanks

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                                    • Fix AI course

                                      The intro to AI course, ML part has many problems. Here is one that prevents you from progressing: Lab 1, exercise 2, Create Experiment, item 5, click on "visualize" doesn't work.

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                                      • Where can I open an issue against Azure ML Studio

                                        I use Azure ML Studio with Python script execution. I got the following error:
                                        ```
                                        Error Message: Execute Python Script RRS : Error 0085: The following error occurred during script evaluation, please view the output log for more information:
                                        ---------- Start of error message from Python interpreter ----------
                                        Caught exception while executing function: Traceback (most recent call last):
                                        File "\server\InvokePy.py", line 113, in executeScript
                                        buf = pipe.read_buffer()
                                        File "C:\server\PipeProtocol.py", line 73, in read_buffer
                                        return bytearray(self.read_string())
                                        MemoryError
                                        ```
                                        Where can I open an issue against Azure ML Studio?

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                                        • Recommendations API

                                          It would be helpful if we could source the catalog and the usage points could be uploaded to a storage account

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