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ML.NET Future
OpenNov 19, 2025
No due date
•Last updated 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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[Nice to have] having transformers to get date information from Datetime
enhancementNew feature or requestNew feature or requestP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#6232 In dotnet/machinelearning;Add parquet support for importing and exporting data to/from DataFrame.
enhancementNew feature or requestNew feature or requestloadsaveBugs related loading and saving data or modelsBugs related loading and saving data or modelsMicrosoft.Data.AnalysisAll DataFrame related issues and PRsAll DataFrame related issues and PRsStatus: Open.#5972 In dotnet/machinelearning;DataFrame.LoadCsv should consider supporting csv files living on Azure Blob Storage
enhancementNew feature or requestNew feature or requestStatus: Open.#6060 In dotnet/machinelearning;Ability to limit AutoML resource using (amount of parallel threads)
AutoML.NETAutomating various steps of the machine learning processAutomating various steps of the machine learning processenhancementNew feature or requestNew feature or requestStatus: Open.#6061 In dotnet/machinelearning;Add support for multi-dimensional arrays for model input/output.
enhancementNew feature or requestNew feature or requestStatus: Open.#6066 In dotnet/machinelearning;The example ApplyCustomWordEmbedding is not correct, "product" is not found.
documentationRelated to documentation of ML.NETRelated to documentation of ML.NETP3Doc bugs, questions, minor issues, etc.Doc bugs, questions, minor issues, etc.Status: Open.#6078 In dotnet/machinelearning;DataFrame enhancements
enhancementNew feature or requestNew feature or requestMicrosoft.Data.AnalysisAll DataFrame related issues and PRsAll DataFrame related issues and PRsStatus: Open.#6088 In dotnet/machinelearning;Easyer way to create dynamic DataViews
enhancementNew feature or requestNew feature or requestStatus: Open.#5895 In dotnet/machinelearning;CodeGenerator throws a bad error when StablePackageVersion isn't set
P2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#4425 In dotnet/machinelearning;DataFrame - add support for vbuffer
Microsoft.Data.AnalysisAll DataFrame related issues and PRsAll DataFrame related issues and PRsStatus: Open.#5872 In dotnet/machinelearning;Add documentation to show status of calibration in FastForest binary classifier and how to add calibration if desired.
bugSomething isn't workingSomething isn't workingdocumentationRelated to documentation of ML.NETRelated to documentation of ML.NETP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#6120 In dotnet/machinelearning;Add ability to concatenate 2 IDataViews.
enhancementNew feature or requestNew feature or requestMicrosoft.Data.AnalysisAll DataFrame related issues and PRsAll DataFrame related issues and PRsusabilitySmoothing user interaction or experienceSmoothing user interaction or experienceStatus: Open.#6134 In dotnet/machinelearning;Update Parquet.net to latest version
enhancementNew feature or requestNew feature or requestloadsaveBugs related loading and saving data or modelsBugs related loading and saving data or modelsStatus: Open.#6030 In dotnet/machinelearning;What is "Slot" (PFI documentation suggestions)
documentationRelated to documentation of ML.NETRelated to documentation of ML.NETenhancementNew feature or requestNew feature or requestquestionFurther information is requestedFurther information is requestedStatus: Open.#5954 In dotnet/machinelearning;Consider providing a source generator to generate ModelInput/Output class?
enhancementNew feature or requestNew feature or requestP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#6156 In dotnet/machinelearning;Q: Faster way to Filter DataView
enhancementNew feature or requestNew feature or requestMicrosoft.Data.AnalysisAll DataFrame related issues and PRsAll DataFrame related issues and PRsStatus: Open.#6164 In dotnet/machinelearning;Memory leak when using ML.NET and TensorFlow.NET.
bugSomething isn't workingSomething isn't workingimageBugs related image datatype tasksBugs related image datatype tasksStatus: Open.#6005 In dotnet/machinelearning;Facilitate ML.NET for education by prioritizing cross-platform OLS
enhancementNew feature or requestNew feature or requestStatus: Open.#6149 In dotnet/machinelearning;VectorType attribute with dynamic dimension while dealing with csv files
bugSomething isn't workingSomething isn't workingloadsaveBugs related loading and saving data or modelsBugs related loading and saving data or modelsP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#6151 In dotnet/machinelearning;NumericColumnNames won't return more than 1 column
AutoML.NETAutomating various steps of the machine learning processAutomating various steps of the machine learning processP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#6165 In dotnet/machinelearning;[DatabaseLoader] Create higher level convenient methods for DatabaseLoader
enhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomersP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#4182 In dotnet/machinelearning;Add TensorRT support
enhancementNew feature or requestNew feature or requestP3Doc bugs, questions, minor issues, etc.Doc bugs, questions, minor issues, etc.Status: Open.#6212 In dotnet/machinelearning;Support custom mapping without type parameters
enhancementNew feature or requestNew feature or requestonnxExporting ONNX models or loading ONNX modelsExporting ONNX models or loading ONNX modelsP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.usabilitySmoothing user interaction or experienceSmoothing user interaction or experienceStatus: Open.#3759 In dotnet/machinelearning;[Model management] Save/Load Model into a Relational Database (SQL Server)
enhancementNew feature or requestNew feature or requestP2Priority of the issue for triage purpose: Needs to be fixed at some point.Priority of the issue for triage purpose: Needs to be fixed at some point.Status: Open.#4285 In dotnet/machinelearning;Save IDataView to a database table
enhancementNew feature or requestNew feature or requestStatus: Open.#6260 In dotnet/machinelearning;