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. 1 vote
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  2. bsc nursing colleges in kerala

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  3. vertaling naar NL = bagger

    engelse vertaling van Azure ML is abominabel, kan echt niet zo..

    1 vote
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  4. Bring your own Compute Cluster

    It would be great if there was a supported method to allow support for a local cluster or compute device. (such as Azure Stack Edge)

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  5. Add feature to plot "Mean plot"

    Facilitate the feature of having a "Mean plot" to describe the relationship between Categorical vs Continuous variable.

    Below link would provide the reference details about the usage of Mean Plot.

    https://www.itl.nist.gov/div898/handbook/eda/section3/meanplot.htm

    https://www.statisticshowto.com/mean-plot-definition/#:~:text=Mean%20plot%20of%20three%20BMI,of%20data%20or%20between%20samples.

    Regards
    Srikar Muppidi

    1 vote
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  6. Make warning that optimiation hasn't converged more apparent.

    The evaluation of my Multiclass Neural Network wasn't all that good. In looking to see what might have gone wrong, I came across a curious warning message in the training logs:
    /azureml-envs/azureml1f1665f56e65fc1b774765297713b3cf/lib/python3.6/site-packages/sklearn/neuralnetwork/multilayer_perceptron.py:562: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.

    It would be good if this warning was more obvious. I'm re-running now with >100 iterations, but wouldn't have known to do this if I didn't comb through the logs.

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  7. AutoML (and designer) should post best hyperparameters in run results

    AutoML are useful now in finding the best model, but it should also report the hyperparameters for that best model (since spends time finding those).

    Maybe it (and the designer activity called tune hyperparameters) could return the results of the #leaves, #branches, etc) in the experiment run results.

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  8. Request for capability to download the Bias and Feature Weights from the Trained Model

    Request for capability to download the Bias and Feature Weights from the Trained Model

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  9. Show summary in run history

    Show the summary in run history so that you can more easily track your iterations in your experiment

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    Dear Azure Customer,

    Thanks for the feedback. Your feedback is very important to us. Our engineering team will investigate it and consider your feedback seriously. We will get back to you soon.

    Thank you for understanding.
    Azure CXP Community

  10. When are you planning to upgrade the CRAN R version on ML. Is this an option or not on the cards for the near future?

    Is this on your road map or not? Need to know for purposes of functional technology

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  11. it sucks literally.

    compare your complexity to deploy vs other website deployment. it sucks literally

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  12. interface cluster (gui) should allow creation of ACI clusters

    Right now the interface cluster gui only seems to allow AKS clusters to be created.

    1 vote
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  13. Add sklearn Pipeline for feature engineering chaining

    When doing repeated cross validation like k-fold, some feature transformer like normaliser/maxminscaler/feature_selector, etc should be fitted only on the training data (and then tranform the training and validation set). Otherwise some data leakage occurs.

    Therefore, would it be possible to add the sklearn pipeline object as an argument ?
    After splitting the dataset into training and validation set, automl would fit on the training set and apply the pipeline on the validation set, whatever the cv strategy

    One could then add the whole dataset and use the available cross validations strategies without

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  14. Add the Kolmogorov-Smirnov test within the "Filter Based Feature Selection" module

    The Kolmogorov-Smirnov test provides very important metrics for assessing the information value in each column, see https://en.wikipedia.org/wiki/Kolmogorov%E2%80%93Smirnovtest#Two-sampleKolmogorov–Smirnov_test

    If you are interested, I can provide an Excel spreadsheet with relevant example.

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  15. Love this idea, really!

    Azure Storage Explorer can save you a bit of hassle from I've seen. Great idea really.

    1 vote
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  16. Easier authentication into Azure ML ACR with Azure CLI

    Currently authentication requires several steps:

    amlacrid=$(
    az ml workspace show -g $rg -w $ws \
    --query containerRegistry -o tsv
    )

    amlacr=$(
    az resource show --id "$aml
    acr_id" \
    --query name -o tsv
    )

    az acr login -n "$aml_acr”

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  17. Laser Tracker Suppliers Dubai

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    1 vote
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  18. Make http status codes controllable from your scoring file (e.g. move the AMLResponse from Preview)

    I am using azureml.core.webservice.Webservice and the python SDK.

    Afaik being able to control the HTTP response code of a Webservice is not possible at the moment without AMLResponse which is in Preview and not recommended for production use cases.

    This is because the return of the run() function in the scoring file affects only the body of the response of the deployed webservice but cannot change the header.
    This means that the scoring file can return an Exception but the response will still have the status code 200. I would like to be able to return 4xx statuses like Bad…

    1 vote
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  19. Preprocess text Remove URL Is Not Working Correctly

    When using text preprocesisng I am noticing that when removing urls it is removing way more than the URL. If there is text between two URLs it is finding them to be a single URL and removing all text between. It seems to have something to do with the existence of a period some place after a URL is found.

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  20. Pivot and unpivot needed come on this is common datascience component

    Pivot and unpivot needed come on this is common datascience component

    1 vote
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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
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