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Created release notes for v1.5.3 #5543
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# [ML.NET](http://dot.net/ml) 1.5.3 | ||
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## **New Features** | ||
- **New API for exporting models to Onnx**. ([#5544](https://github.com/dotnet/machinelearning/pull/5544)). A new API has been added to Onnx converter to specify the output columns you care about. This will export a smaller and more performant model in many cases. | ||
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## **Enhancements** | ||
- Perf improvement for TopK Accuracy and return all topK in Classification Evaluator ([#5395](https://github.com/dotnet/machinelearning/pull/5395)) (**Thank you @jasallen**) | ||
- Update OnnxRuntime to 1.6 ([#5529](https://github.com/dotnet/machinelearning/pull/5529)) | ||
- Updated tensorflow.net to 0.20.0 ([#5404](https://github.com/dotnet/machinelearning/pull/5404)) | ||
- Added in DcgTruncationLevel to AutoML api and increased default level to 10 ([#5433](https://github.com/dotnet/machinelearning/pull/5433)) | ||
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## **Bug Fixes** | ||
- **AutoML.NET specific fixes**. | ||
- Fixed AutoFitMaxExperimentTimeTest ([#5506](https://github.com/dotnet/machinelearning/pull/5506)) | ||
- Fixed code generator tests failure ([#5520](https://github.com/dotnet/machinelearning/pull/5520)) | ||
- Use Timer and ctx.CancelExecution() to fix AutoML max-time experiment bug ([#5445](https://github.com/dotnet/machinelearning/pull/5445)) | ||
- Handled exception during GetNextPipeline for AutoML ([#5455](https://github.com/dotnet/machinelearning/pull/5455)) | ||
- Fixed internationalization bug([#5162](https://github.com/dotnet/machinelearning/pull/5163)) in AutoML parameter sweeping caused by culture dependent float parsing. ([#5163](https://github.com/dotnet/machinelearning/pull/5163)) | ||
- Fixed MaxModels exit criteria for AutoML unit test ([#5471](https://github.com/dotnet/machinelearning/pull/5471)) | ||
- Fixed AutoML CrossValSummaryRunner for TopKAccuracyForAllK ([#5548](https://github.com/dotnet/machinelearning/pull/5548)) | ||
- Fixed bug in Tensorflow Transforer with handling primitive types ([#5547](https://github.com/dotnet/machinelearning/pull/5547)) | ||
- Fixed MLNet.CLI build error ([#5546](https://github.com/dotnet/machinelearning/pull/5546)) | ||
- Fixed memory leaks from OnnxTransformer ([#5518](https://github.com/dotnet/machinelearning/pull/5518)) | ||
- Fixed memory leak in object pool ([#5521](https://github.com/dotnet/machinelearning/pull/5521)) | ||
- Fixed Onnx Export for ProduceWordBags ([#5435](https://github.com/dotnet/machinelearning/pull/5435)) | ||
- Upgraded boundary calculation and expected value calculation in SrCnnEntireAnomalyDetector ([#5436](https://github.com/dotnet/machinelearning/pull/5436)) | ||
- Fixed SR anomaly score calculation at beginning ([#5502](https://github.com/dotnet/machinelearning/pull/5502)) | ||
- Improved error message in ColumnConcatenatingEstimator ([#5444](https://github.com/dotnet/machinelearning/pull/5444)) | ||
- Fixed issue 5020, allow ML.NET to load tf model with primitive input and output column ([#5468](https://github.com/dotnet/machinelearning/pull/5468)) | ||
- Fixed issue 4322, enable lda summary output ([#5260](https://github.com/dotnet/machinelearning/pull/5260)) | ||
- Fixed perf regression in ShuffleRows ([#5417](https://github.com/dotnet/machinelearning/pull/5417)) | ||
- Change the _maxCalibrationExamples default on CalibratorUtils ([#5415](https://github.com/dotnet/machinelearning/pull/5415)) | ||
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## **Build / Test updates** | ||
- Migrated to [Arcade](https://github.com/dotnet/arcade/) build system that is used my multiple dotnet projects. This will give increased build/CI efficiencies going forward. Updated build instructions can be found in the docs/building folder | ||
- Fixed MacOS builds ([#5467](https://github.com/dotnet/machinelearning/pull/5467) and [#5457](https://github.com/dotnet/machinelearning/pull/5457)) | ||
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## **Documentation Updates** | ||
- Fixed Spelling on stopwords ([#5524](https://github.com/dotnet/machinelearning/pull/5524))(**Thank you @LeoGaunt**) | ||
- Changed LoadRawImages Sample ([#5460](https://github.com/dotnet/machinelearning/pull/5460)) | ||
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## **Breaking Changes** | ||
- None | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Could include a contributors/thanks section for any one submitting a PR; especially important for community contributions. #Resolved There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I have included a thanks next to the PR in the next iteration. In reply to: 539740764 [](ancestors = 539740764) |
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User guinao is MSFT
In reply to: 539952214 [](ancestors = 539952214)