Bump Microsoft.ML from 1.5.2 to 1.6.0

Open dependabot-preview[bot] opened this issue 4 years ago • 0 comments

Bumps Microsoft.ML from 1.5.2 to 1.6.0.

Release notes

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)

Commits

eb9cee6 updated official build yml to latest version (#5877)
d6f7922 Release notes 1.6.0 (#5876)
84aa181 Update MLContext.cs (#5868)
34eb983 Arm64 build/test/publish. (#5860)
f70af3a New version of Intel MKL. (#5867)
1b3cb77 Update lgbm to v2.3.1 (#5851)
5e2a92f Speed-up bitmap operations on images. Fixes #5856 (#5857)
bcbb847 Onnx recursion limit (#5840)
0fac0ba Speed up the inference of the saved_model(s). Fixes #5847 (#5848)
ce7f91a Helix Integration. (#5837)
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Jul 15 '21 19:07 dependabot-preview[bot]