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Bump Microsoft.ML from 1.5.2 to 1.6.0 #55

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Bumps Microsoft.ML from 1.5.2 to 1.6.0.

Release notes

Sourced from Microsoft.ML's releases.

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)
  • Support for saving Tensorflow models in the SavedModel format added (#5797) You can now save models that use the Tensorflow SavedModel format instead of just the frozen graph format. (Thanks @​darth-vader-lg)
  • DataFrame Specific enhancements
  • Extended DataFrame GroupBy operation (#5821) Extend DataFrame GroupBy operation by adding new property Groupings. This property returns collection of IGrouping objects (the same way as LINQ GroupBy operation does) (Thanks @​asmirnov82)

Enhancements

  • Switched from using a fork of SharpZipLib to using the official package (#5735)
  • Let user specify a temp path location (#5782)
  • Clean up ONNX temp models by opening with a "Delete on close" flag (#5782)
  • Ensures the named model is loaded in a PredictionEnginePool before use (#5833) (Thanks @​feiyun0112)
  • Use indentation for 'if' (#5825) (Thanks @​feiyun0112)
  • Use Append instead of AppendFormat if we don't need formatting (#5826) (Thanks @​feiyun0112)
  • Cast by using is operator (#5829) (Thanks @​feiyun0112)
  • Removed unnecessary return statements (#5828) (Thanks @​feiyun0112)
  • Removed code that could never be executed (#5808) (Thanks @​feiyun0112)
  • Remove some empty statements (#5827) (Thanks @​feiyun0112)
  • Added in short-circuit logic for conditionals (#5824) (Thanks @​feiyun0112)
  • Update LightGBM to v2.3.1 (#5851)
  • Raised the default recursion limit for ONNX models from 10 to 100. (#5796) (Thanks @​darth-vader-lg)
  • Speed up the inference of the Tensorflow saved_models. (#5848) (Thanks @​darth-vader-lg)
  • Speed-up bitmap operations on images. (#5857) (Thanks @​darth-vader-lg)
  • Updated to latest version of Intel MKL. (#5867)
  • AutoML.NET specific enhancements
  • Offer suggestions for possibly mistyped label column names in AutoML (#5624) (Thanks @​Crabzmatic)
  • DataFrame Specific enhancements
  • Improve csv parsing (#5711)
  • IDataView to DataFrame (#5712)
  • Update to the latest Microsoft.DotNet.Interactive (#5710)
  • Move DataFrame to machinelearning repo (#5641)
  • Improvements to the sort routine (#5776)
  • Improvements to the Merge routine (#5778)
  • Improve DataFrame exception text (#5819) (Thanks @​asmirnov82)
  • DataFrame csv DateTime enhancements (#5834)

Bug Fixes

  • Fix erroneous use of TaskContinuationOptions in ThreadUtils.cs (#5753)
  • Fix a few locations that can try to access a null object (#5804) (Thanks @​feiyun0112)
  • Use return value of method (#5818) (Thanks @​feiyun0112)
  • Adding throw to some exceptions that weren't throwing them originally (#5823) (Thanks @​feiyun0112)
  • Fixed a situation in the CountTargetEncodingTransformer where it never reached the stop condition (#5822) (Thanks @​feiyun0112)
  • DataFrame Specific bug fixes
  • Fix issue with DataFrame Merge method (#5768) (Thanks @​asmirnov82)

... (truncated)

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@dependabot-preview dependabot-preview bot added the dependencies Pull requests that update a dependency file label Jul 15, 2021
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