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ML.NET 3.0

Closed
Overdue by 1 year(s)
•
Due by November 1, 2023
Closed Oct 17, 2024
36% complete

Work planned for ML.NET 3.0 release (November 2023)

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0 issues of 29 selected

  • [AutoML API] API Suggestions

    AutoML.NETAutomating various steps of the machine learning process
    enhancementNew feature or request
    Status: Open.
    #6304 In dotnet/machinelearning;
    · luisquintanilla opened on Aug 26, 2022

  • Remove workaround for ref parameter compiler issue

    Status: Open.
    #6380 In dotnet/machinelearning;
    · ericstj opened on Oct 13, 2022

  • AutoML Featurizer handling of label column

    enhancementNew feature or request
    Status: Open.
    #6400 In dotnet/machinelearning;
    · luisquintanilla opened on Oct 21, 2022

  • Document default values of TrainerOptions

    documentationRelated to documentation of ML.NET
    enhancementNew feature or request
    Status: Open.
    #6450 In dotnet/machinelearning;
    · sfiruch opened on Nov 12, 2022

  • KMeans cluster analysis is non-deterministic when using KMeansYinyang initialization, even with fixed MLContext seed

    bugSomething isn't working
    help wantedExtra attention is needed
    Status: Open.
    #6375 In dotnet/machinelearning;
    · mikegoatly opened on Oct 13, 2022

  • ML.Net ONNX Runtime not working on ARM CPU (Linux OS)

    onnxExporting ONNX models or loading ONNX models
    Status: Open.
    #6431 In dotnet/machinelearning;
    · crazyoutlook opened on Nov 4, 2022

  • Let ML.NET cancel unmanaged code.

    AutoML.NETAutomating various steps of the machine learning process
    enhancementNew feature or request
    lightgbmBugs related lightgbm
    Status: Open.
    #6465 In dotnet/machinelearning;
    · andrasfuchs opened on Nov 23, 2022

  • Microsoft.ML package contains an empty Microsoft.ML dll

    Status: Open.
    #6401 In dotnet/machinelearning;
    · ericstj opened on Oct 21, 2022

  • Convert TrialResult to DataFrame

    AutoML.NETAutomating various steps of the machine learning process
    enhancementNew feature or request
    Status: Open.
    #6294 In dotnet/machinelearning;
    · luisquintanilla opened on Aug 18, 2022

  • AutoML Tracking Issue

    AutoML.NETAutomating various steps of the machine learning process
    enhancementNew feature or request
    EpicHigh-level theme containing smaller stories
    Status: Open.
    #6514 In dotnet/machinelearning;
    · luisquintanilla opened on Dec 1, 2022

  • Microsoft.Data.Analysis DataFrame.Join infinite loop

    bugSomething isn't working
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    Status: Open.
    #6128 In dotnet/machinelearning;
    · olavt opened on Mar 14, 2022

  • Microsoft.Data.Analysis.DataFrame Join should produce a result with a single joined column

    enhancementNew feature or request
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6133 In dotnet/machinelearning;
    · olavt opened on Mar 17, 2022

  • Validation of Onnx input using ApplyOnnxModel

    onnxExporting ONNX models or loading ONNX models
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6067 In dotnet/machinelearning;
    · DeveloperNo579212 opened on Feb 1, 2022

  • The examples on this page do not feature the NormalizeRobustScaling class to which the page is dedicated.

    documentationRelated to documentation of ML.NET
    P3Doc bugs, questions, minor issues, etc.
    Status: Open.
    #6479 In dotnet/machinelearning;
    · drakepro opened on Nov 29, 2022

  • Samples pointing at wrong resources

    Status: Open.
    #6329 In dotnet/machinelearning;
    · tarekgh opened on Sep 19, 2022

  • RegressionEvaluator return 0 for MSE && RMSE if all scores are NaN

    regressionBugs related regression tasks
    Status: Open.
    #6361 In dotnet/machinelearning;
    · LittleLittleCloud opened on Oct 7, 2022

  • NaiveCalibratorOnnxConversionTest test failure in PR vallidation

    testrelated to tests
    Status: Open.
    #6483 In dotnet/machinelearning;
    · ericstj opened on Nov 30, 2022

  • Text classification : Target 4294967295 is out of bounds

    Status: Open.
    #6534 In dotnet/machinelearning;
    · LittleLittleCloud opened on Jan 5, 2023

  • AutoML ExperimentResult plain TrainerName instead of "ReplaceMissingValues=>OneHotHashEncoding=>Concatenate=>Unknown=>SdcaMaximumEntropyMulti=>Unknown"

    Status: Open.
    #6541 In dotnet/machinelearning;
    · rzechu opened on Jan 19, 2023

  • Using a target size ([32]) that is different to the input size ([32, 1]).

    needs-further-triage
    Status: Open.
    #6522 In dotnet/machinelearning;
    · ic202 opened on Dec 13, 2022

  • Error: "Microsoft.ML currently supports 'x64' and 'x86' processor" when target runtime is *linux-arm* or *linux-arm64*

    P1Priority of the issue for triage purpose: Needs to be fixed soon.
    Status: Open.
    #6588 In dotnet/machinelearning;
    · genemars opened on Mar 2, 2023

  • Create example for AutoMLExperiment in api doc.

    documentationRelated to documentation of ML.NET
    enhancementNew feature or request
    P3Doc bugs, questions, minor issues, etc.
    Status: Open.
    #6589 In dotnet/machinelearning;
    · LittleLittleCloud opened on Mar 2, 2023

  • See for example - no link for example

    AutoML.NETAutomating various steps of the machine learning process
    good first issueGood for newcomers
    P3Doc bugs, questions, minor issues, etc.
    Status: Open.
    #6556 In dotnet/machinelearning;
    · superichmann opened on Feb 6, 2023

  • Add Intersection Over Union (IoU)

    enhancementNew feature or request
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6609 In dotnet/machinelearning;
    · luisquintanilla opened on Mar 27, 2023

  • High amount GC gen2 delays with ONNX models converted to ML.Net

    onnxExporting ONNX models or loading ONNX models
    perfPerformance and Benchmarking related
    Status: Open.
    #6620 In dotnet/machinelearning;
    · sanketshahMS opened on Apr 12, 2023
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