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aslotte / MLOps.NET

A machine learning model operations and management tool for ML.NET
https://www.nuget.org/packages/MLOps.NET
MIT License
79 stars 30 forks source link

Bump Microsoft.ML.FastTree from 1.6.0 to 1.7.1 #922

Closed dependabot[bot] closed 1 year ago

dependabot[bot] commented 2 years ago

Bumps Microsoft.ML.FastTree from 1.6.0 to 1.7.1.

Release notes

Sourced from Microsoft.ML.FastTree's releases.

ML.NET 1.7.1

Minor servicing update with dependency updates and PFI bug fix for correctly finding the correct transformer to use.

ML.NET 1.7.0 RC 1

ML.NET 1.7.0 RC 1

Moving forward, we are going to be aligning more with the overall .NET release schedule. As such, this is a smaller release since we had a larger one just about 3 months ago but it aligns us with the release of .NET 6.

New Features

ML.NET

  • Switched to getting version from assembly custom attributes- (#4512) Remove reliance on getting product version for model.zip/version.txt from FileVersionInfo and replace with using assembly custom attributes. This will help in supporting single file applications. (Thanks @​r0ss88)
  • Can now optionally not dispose of the underlying model when you dispose a prediction engine. (#5964) A new prediction engine options class has been added that lets you determine if the underlying model should be disposed of or not when the prediction engine itself is disposed of.
  • Can now set the number of threads that onnx runtime uses (#5962) This lets you specify the number of parallel threads ONNX runtime will use to execute the graph and run the model. (Thanks @​yaeldekel)
  • The PFI API has been completely reworked and is now much more user friendly (#5934) You can now get the output from PFI as a dictionary mapping the column name (or the slot name) to its PFI result.

DataFrame

Enhancements

ML.NET

  • Run formatting on all src projects (#5937) (Thanks @​jwood803)
  • Added BufferedStream for reading from DeflateStream - reduces loading time for .NET core (#5924) (Thanks @​martintomasek)
  • Update editor config to match Roslyn and format samples (#5893) (Thanks @​jwood803)
  • Few more minor editor config changes (#5933)

DataFrame

  • Use Equals and = operator for DataViewType comparison (#5942) (Thanks @​thoron)

Bug Fixes

Build / Test updates

  • Changed the queues used for building/testing from Ubuntu 16.04 to 18.04 (#5970)
  • Add in support for building with VS 2022. (#5956)
  • Codecov yml token was added (#5950)
  • Move from XliffTasks to Microsoft.DotNet.XliffTasks (#5887)

Documentation Updates

  • Fixed up Readme, updated the roadmap, and new doc detailing some platform limitations. (#5892)

Breaking Changes

  • None
Commits


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dependabot[bot] commented 1 year ago

Superseded by #943.