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. Support Named Entity Recognition labeling

    It would be great if can label Named Entities. Ideally we should be able to export it in different formats like BIO-notation,..

    3 votes
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  2. How to save ContainerEvents for model-deployed ACI

    Can't save ContainerEvent to Log Analytics because Azure ML can't create logging-enabled containers. It would be better to be able to get the following logs.

    https://docs.microsoft.com/en-us/azure/container-instances/container-instances-log-analytics#view-events

    3 votes
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  3. About LSTM and 3D tensors dataset support for Auto ML

    Will Auto ML support the LSTM algorithm in the future?
    Would also be nice to be able to support 3D tensors dataset.

    3 votes
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  4. "az ml run show -r runid" pops surprised output

    When I am using command "az ml run show -r runid",
    This the output:

    az ml run show -r b4c190b4-fd00-43ca-bf31-639221a9485c
    Error, default experiment not set and experiment name parameter not provided.
    Please provide a value for the experiment name parameter.

    The problem is I can't provide experiment name, that's the information I want to query for...

    Could we refine this command? I can provide -w workspace instead.

    3 votes
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  5. How to integrate DevOps approach with VM Notebook in AMLS ?

    Today, the platform is amazingly evolving in term of integration. We can now monitor and manage almost everything in the visual interface.

    My question is how can we improve even more this experience by adding the DevOps part (instead of having to go threw Azure Notebooks, or Visual Studio) to the Notebook VM and Jupyter environment.

    3 votes
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  6. More informative error message when building the docker image fails.

    I was trying to deploy a scoring pipeline on Azure using AML SDK in Python. The scoring pipeline needs fbprophet library to train the forecasting model on the fly, and forecast for the future. I added fbprophet into the pip install in the myenv.yml by using myenv.addpippackage("fbprophet"). Then, the step of building the image failed.
    The error message did not have any information helpful for debugging. Although there might be somewhere with more detailed logs, but I had no clue where to find the logs. I had to google around for any possible reason.

    After being blocked by…

    3 votes
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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  7. Data Explorer / Kusto as Dataset in AML

    We're already using Data Explorer as a way of accessing data from a data lake for a number of other applications. It seems a perfect match for machine learning datasets, with the data already tabularized and often cached. The available alternative is to read the files, but presumably this doubles up on the processing already done by DE.

    2 votes
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  8. Allow for filtering to experiment / error type granularity in Azure Monitoring

    Allow for filtering to experiment granularity in Azure Monitoring.

    Currently metrics only send value 1 if send to Azure Monitoring e.g. if an experiment run succeeds. During experimentation the larger share of experiments will fail, so we need to understand both the error type and the specific experiment at least.

    2 votes
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  9. AML Compute Instance Direct Terminal Access Without Explicit SSH

    AML Compute Instance SSH Option - There is a way presently to pick SSH information from SSH tab on Compute Instance screen to get into the terminal of the compute instance. However, instead of that, can we replace it with direct Compute Instance Terminal Access so that an end user does not have to explicitly setup SSH to it?

    2 votes
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  10. PYTHON into Azure

    Would be great to see Microsoft investing in Python, in order to embedded it into the Azure Machine Learning.

    2 votes
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  11. Azure ML Chain

    Most of the real life applications of ML need layered chained algorithms wherein output of one algorithm will be fed into input of another.

    Can we see new module in Azure ML for Chain models to choose from in a drag and drop fashion.

    2 votes
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  12. Add Script bundle input to Create Python Model module

    Hi,
    would be useful to have Script bundle input as in Execute Python Script for more advanced training.
    Pavel.

    2 votes
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  13. Update SQLite version

    Currently, it seems that the Apply SQL Transformation module uses SQLite version 3.8.6. Could you update it newer one? As of 2019/05/01, the newest version is 3.28.0. It supports new SQL feature like window function, some useful extensions like Geopoly, and many performance enhancements.

    2 votes
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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  14. VS Code Launch From AML Compute Instance Screen (VS Code As PAAS Solution)

    AML Compute Instance Screen has RStudio & Jupyter as options provided for development. It would be necessary to have VS Code as an option as well since it supports all extension - (R/Python/Any future preferred AI/ML language) and notebooks cannot facilitate full fledged developer IDEs. For example, Jupyter notebooks cannot help run debugger but proper IDE like VS Code, Spyder, Pycharm do.

    2 votes
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  15. Ability to export code or script generated within Azure ML Designer

    Option to export code generated within Azure ML Designer.This code can be further used to modify and help accelerate custom ML development with Azure ML SDK.

    2 votes
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  16. Option to allow training for more than 24 hours

    The utilities available in ML Studio is really convenient for me, however my dataset (around 1m rows) is taking too long to train, and I am only using a 2 layer FC NN. I think most of us won't mind paying for it.

    2 votes
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    triaged  ·  3 comments  ·  Flag idea as inappropriate…  ·  Admin →
  17. Support Parquet file format as Import Data action

    Support for Parquet data format as Import Data, as many big data projects are using this format. It is much lighter then CSV. This format is already supported by Azure Data Factory.

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

    Hi Azure customer,

    Thank you for the feedback here, could you please share more details about what product you are mentioning? Is that Azure machine learning studio, Visual Interface, or you mean for all products ^^?

    Waiting for your response. Thank you very much.

    Regards,
    Azure CXP Community

  18. Can I use custom definition script in algorithms modules?

    So we can use Net# in this environment. Just like studio.azureml.net.

    2 votes
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  19. Continue other paths on error

    When an error occurs on one path it would be nice if the experiment would not stop immediately but continue on other paths and finish as many modules as possible before stopping.

    2 votes
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    need-feedback  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  20. 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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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
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