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ML.NET Future

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Last updated Apr 21, 2025
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Any ML.NET item we want to do but are not sure when we will be able to get to it.

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0 issues of 103 selected

  • [Nice to have] having transformers to get date information from Datetime

    enhancementNew feature or request
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6232 In dotnet/machinelearning;
    · LittleLittleCloud opened on Jun 16, 2022

  • Add parquet support for importing and exporting data to/from DataFrame.

    enhancementNew feature or request
    loadsaveBugs related loading and saving data or models
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    Status: Open.
    #5972 In dotnet/machinelearning;
    · andrei-faber opened on Oct 13, 2021

  • DataFrame.LoadCsv should consider supporting csv files living on Azure Blob Storage

    enhancementNew feature or request
    Status: Open.
    #6060 In dotnet/machinelearning;
    · pgovind opened on Jan 28, 2022

  • Ability to limit AutoML resource using (amount of parallel threads)

    AutoML.NETAutomating various steps of the machine learning process
    enhancementNew feature or request
    Status: Open.
    #6061 In dotnet/machinelearning;
    · 80LevelElf opened on Jan 28, 2022

  • Add support for multi-dimensional arrays for model input/output.

    enhancementNew feature or request
    Status: Open.
    #6066 In dotnet/machinelearning;
    · jannickj opened on Jan 31, 2022

  • The example ApplyCustomWordEmbedding is not correct, "product" is not found.

    documentationRelated to documentation of ML.NET
    P3Doc bugs, questions, minor issues, etc.
    Status: Open.
    #6078 In dotnet/machinelearning;
    · stamen-petrov opened on Feb 8, 2022

  • DataFrame enhancements

    enhancementNew feature or request
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    Status: Open.
    #6088 In dotnet/machinelearning;
    · GKrivosheev-rms opened on Feb 15, 2022

  • Easyer way to create dynamic DataViews

    enhancementNew feature or request
    Status: Open.
    #5895 In dotnet/machinelearning;
    · vgb1993 opened on Jul 31, 2021

  • CodeGenerator throws a bad error when StablePackageVersion isn't set

    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #4425 In dotnet/machinelearning;
    · eerhardt opened on Oct 31, 2019

  • DataFrame - add support for vbuffer

    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    Status: Open.
    #5872 In dotnet/machinelearning;
    · LittleLittleCloud opened on Jul 7, 2021

  • Add documentation to show status of calibration in FastForest binary classifier and how to add calibration if desired.

    bugSomething isn't working
    documentationRelated to documentation of ML.NET
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6120 In dotnet/machinelearning;
    · LittleLittleCloud opened on Mar 1, 2022

  • Add ability to concatenate 2 IDataViews.

    enhancementNew feature or request
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    usabilitySmoothing user interaction or experience
    Status: Open.
    #6134 In dotnet/machinelearning;
    · torronen opened on Mar 20, 2022

  • Update Parquet.net to latest version

    enhancementNew feature or request
    loadsaveBugs related loading and saving data or models
    Status: Open.
    #6030 In dotnet/machinelearning;
    · zweistein22 opened on Dec 28, 2021

  • What is "Slot" (PFI documentation suggestions)

    documentationRelated to documentation of ML.NET
    enhancementNew feature or request
    questionFurther information is requested
    Status: Open.
    #5954 In dotnet/machinelearning;
    · torronen opened on Oct 3, 2021

  • Consider providing a source generator to generate ModelInput/Output class?

    enhancementNew feature or request
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6156 In dotnet/machinelearning;
    · LittleLittleCloud opened on Apr 14, 2022

  • Q: Faster way to Filter DataView

    enhancementNew feature or request
    Microsoft.Data.AnalysisAll DataFrame related issues and PRs
    Status: Open.
    #6164 In dotnet/machinelearning;
    · torronen opened on Apr 20, 2022

  • Memory leak when using ML.NET and TensorFlow.NET.

    bugSomething isn't working
    imageBugs related image datatype tasks
    Status: Open.
    #6005 In dotnet/machinelearning;
    · ddobric opened on Nov 17, 2021

  • Facilitate ML.NET for education by prioritizing cross-platform OLS

    enhancementNew feature or request
    Status: Open.
    #6149 In dotnet/machinelearning;
    · nhirschey opened on Apr 5, 2022

  • VectorType attribute with dynamic dimension while dealing with csv files

    bugSomething isn't working
    loadsaveBugs related loading and saving data or models
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6151 In dotnet/machinelearning;
    · rishi-git opened on Apr 8, 2022

  • NumericColumnNames won't return more than 1 column

    AutoML.NETAutomating various steps of the machine learning process
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #6165 In dotnet/machinelearning;
    · Phoenix-313 opened on Apr 20, 2022

  • [DatabaseLoader] Create higher level convenient methods for DatabaseLoader

    enhancementNew feature or request
    good first issueGood for newcomers
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #4182 In dotnet/machinelearning;
    · CESARDELATORRE opened on Sep 6, 2019

  • Add TensorRT support

    enhancementNew feature or request
    P3Doc bugs, questions, minor issues, etc.
    Status: Open.
    #6212 In dotnet/machinelearning;
    · turowicz opened on Jun 1, 2022

  • Support custom mapping without type parameters

    enhancementNew feature or request
    onnxExporting ONNX models or loading ONNX models
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    usabilitySmoothing user interaction or experience
    Status: Open.
    #3759 In dotnet/machinelearning;
    · klausmh opened on May 22, 2019

  • [Model management] Save/Load Model into a Relational Database (SQL Server)

    enhancementNew feature or request
    P2Priority of the issue for triage purpose: Needs to be fixed at some point.
    Status: Open.
    #4285 In dotnet/machinelearning;
    · CESARDELATORRE opened on Oct 3, 2019

  • Save IDataView to a database table

    enhancementNew feature or request
    Status: Open.
    #6260 In dotnet/machinelearning;
    · PajLe opened on Jul 26, 2022
    •