Bump Microsoft.ML.TensorFlow from 1.5.2 to 1.7.0 in /machine-learning/tutorials/TextClassificationTF

[dependabot]

Bumps Microsoft.ML.TensorFlow from 1.5.2 to 1.7.0.

Release notes

Sourced from Microsoft.ML.TensorFlow's releases.

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

• Can now merge using multiple columns in a JOIN condition (#5838) (Thanks @​asmirnov82)

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

• Initialize _bestMetricValue when using the Loss metric (#5939) (Thanks @​MiroslavKabat)

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

ML.NET 1.6.0

ML.NET 1.6.0

New Features

• Support for Arm/Arm64/Apple Silicon has been added. (#5789) You can now use most ML.NET on Arm/Arm64/Apple Silicon devices. Anything without a hard dependency on x86 SIMD instructions or Intel MKL are supported.
• Support for specifying a temp path ML.NET will use. (#5782) You can now set the TempFilePath in the MLContext that it will use.
• Support for specifying the recursion limit to use when loading an ONNX model (#5840) The recursion limit defaults to 100, but you can now specify the value in case you need to use a larger number. (Thanks @​Crabzmatic)

... (truncated)

Commits

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[dependabot]

Superseded by #713.