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Add release notes for 4.0-preview1 (#7064)
* Add release notes for 4.0-preview1 * Add some missed PRs to 4.0 notes, and remove some from 3.0.1
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| # [ML.NET](http://dot.net/ml) 3.0.1 | ||
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| ## **New Features** | ||
| - **Add support for Apache.Arrow.Types.TimestampType to DataFrame** ([#6871](https://github.com/dotnet/machinelearning/pull/6871)) - Thanks @asmirnov82! | ||
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| ## **Enhancements** | ||
| - **Update TorchSharp to latest version** ([#6954](https://github.com/dotnet/machinelearning/pull/6954)) | ||
| - **Reorganize dataframe files** ([#6872](https://github.com/dotnet/machinelearning/pull/6872)) - Thanks @asmirnov82! | ||
| - **Add sample variance and standard deviation to NormalizeMeanVariance** ([#6885](https://github.com/dotnet/machinelearning/pull/6885)) - Thanks @tearlant! | ||
| - **Fixes NER to correctly expand/shrink the labels** ([#6928](https://github.com/dotnet/machinelearning/pull/6928)) | ||
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| ## **Bug Fixes** | ||
| - **Fix SearchSpace reference not being included** ([#6951](https://github.com/dotnet/machinelearning/pull/6951)) | ||
| - **Rename NameEntity to NamedEntity** ([#6917](https://github.com/dotnet/machinelearning/pull/6917)) | ||
| - **Fix assert by only accessing idx** ([#6924](https://github.com/dotnet/machinelearning/pull/6924)) | ||
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| ## **Build / Test updates** | ||
| - **Add Backport github workflow** ([#6944](https://github.com/dotnet/machinelearning/pull/6944)) | ||
| - **Branding for 3.0.1** ([#6943](https://github.com/dotnet/machinelearning/pull/6943)) | ||
| - **Only use semi-colons for NoWarn - fixes build break** ([#6935](https://github.com/dotnet/machinelearning/pull/6935)) | ||
| - **Update dependencies from dotnet/arcade** ([#6703](https://github.com/dotnet/machinelearning/pull/6703)) | ||
| - **Update dependencies from dotnet/arcade** ([#6957](https://github.com/dotnet/machinelearning/pull/6957)) | ||
| - **Migrate to the 'locker' GitHub action for locking closed/stale issues/PRs** ([#6896](https://github.com/dotnet/machinelearning/pull/6896)) | ||
| - **Make double assertions compare with tolerance instead of precision** ([#6923](https://github.com/dotnet/machinelearning/pull/6923)) | ||
| - **Don't include the SDK in our helix payload** ([#6918](https://github.com/dotnet/machinelearning/pull/6918)) | ||
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| ## **Documentation Updates** | ||
| - **Updated ml.net versioning** ([#6907](https://github.com/dotnet/machinelearning/pull/6907)) | ||
| - **Update developer-guide.md** ([#6870](https://github.com/dotnet/machinelearning/pull/6870)) - Thanks @computerscienceiscool! | ||
| - **Update release-3.0.0.md** ([#6895](https://github.com/dotnet/machinelearning/pull/6895)) - Thanks @taeerhebend! | ||
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| ## **Breaking changes** | ||
| - **Rename NameEntity to NamedEntity** ([#6917](https://github.com/dotnet/machinelearning/pull/6917)) |
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| # [ML.NET](http://dot.net/ml) 4.0-preview1 | ||
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| ## **New Features** | ||
| - **Add sweepable estimator to NER** ([6965](https://github.com/dotnet/machinelearning/pull/6965)) | ||
| - **Introducing Tiktoken Tokenizer** ([6981](https://github.com/dotnet/machinelearning/pull/6981)) | ||
| - **Add text normalizer transformer to AutoML** ([6998](https://github.com/dotnet/machinelearning/pull/6998)) | ||
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| ## **Enhancements** | ||
| - **Add support for Apache.Arrow.Types.TimestampType to DataFrame** ([6871](https://github.com/dotnet/machinelearning/pull/6871)) - Thanks @asmirnov82! | ||
| - **Add new type to key-value converter** ([6973](https://github.com/dotnet/machinelearning/pull/6973)) | ||
| - **Update OnnxRuntime to 1.16.3** ([6975](https://github.com/dotnet/machinelearning/pull/6975)) | ||
| - **Tokenizer's Interfaces Cleanup** ([7001](https://github.com/dotnet/machinelearning/pull/7001)) | ||
| - **Match SweepableEstimatorFactory name with Ml.net name.** ([7007](https://github.com/dotnet/machinelearning/pull/7007)) | ||
| - **First round of perf improvements for tiktoken** ([7012](https://github.com/dotnet/machinelearning/pull/7012)) | ||
| - **Tweak CreateByModelNameAsync** ([7015](https://github.com/dotnet/machinelearning/pull/7015)) | ||
| - **Avoid LruCache in Tiktoken when cacheSize specified is 0** ([7016](https://github.com/dotnet/machinelearning/pull/7016)) | ||
| - **Tweak Tiktoken's BytePairEncode for improved perf** ([7017](https://github.com/dotnet/machinelearning/pull/7017)) | ||
| - **Optimize regexes used in tiktoken** ([7020](https://github.com/dotnet/machinelearning/pull/7020)) | ||
| - **Address the feedback on the tokenizer's library** ([7024](https://github.com/dotnet/machinelearning/pull/7024)) | ||
| - **Add Span support in tokenizer's Model abstraction** ([7035](https://github.com/dotnet/machinelearning/pull/7035)) | ||
| - **Adding needed Tokenizer's APIs** ([7047](https://github.com/dotnet/machinelearning/pull/7047)) | ||
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| ## **Bug Fixes** | ||
| - **Fix formatting that fails in VS** ([7023](https://github.com/dotnet/machinelearning/pull/7023)) | ||
| - **Issue #6606 - Add sample variance and standard deviation to NormalizeMeanVariance** ([6885](https://github.com/dotnet/machinelearning/pull/6885)) - Thanks @tearlant! | ||
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| ## **Build / Test updates** | ||
| - **Migrate to the 'locker' GitHub action for locking closed/stale issues/PRs** ([6896](https://github.com/dotnet/machinelearning/pull/6896)) | ||
| - **Reorganize dataframe files** ([6872](https://github.com/dotnet/machinelearning/pull/6872)) - Thanks @asmirnov82! | ||
| - **Updated ml.net versioning** ([6907](https://github.com/dotnet/machinelearning/pull/6907)) | ||
| - **Don't include the SDK in our helix payload** ([6918](https://github.com/dotnet/machinelearning/pull/6918)) | ||
| - **Make double assertions compare with tolerance instead of precision** ([6923](https://github.com/dotnet/machinelearning/pull/6923)) | ||
| - **Fix assert by only accessing idx** ([6924](https://github.com/dotnet/machinelearning/pull/6924)) | ||
| - **Only use semi-colons for NoWarn - fixes build break** ([6935](https://github.com/dotnet/machinelearning/pull/6935)) | ||
| - **Packaging cleanup** ([6939](https://github.com/dotnet/machinelearning/pull/6939)) | ||
| - **Add Backport github workflow** ([6944](https://github.com/dotnet/machinelearning/pull/6944)) | ||
| - **[main] Update dependencies from dotnet/arcade** ([6957](https://github.com/dotnet/machinelearning/pull/6957)) | ||
| - **Update .NET Runtimes to latest version** ([6964](https://github.com/dotnet/machinelearning/pull/6964)) | ||
| - **Testing light gbm bad allocation** ([6968](https://github.com/dotnet/machinelearning/pull/6968)) | ||
| - **[main] Update dependencies from dotnet/arcade** ([6969](https://github.com/dotnet/machinelearning/pull/6969)) | ||
| - **[main] Update dependencies from dotnet/arcade** ([6976](https://github.com/dotnet/machinelearning/pull/6976)) | ||
| - **FabricBot: Onboarding to GitOps.ResourceManagement because of FabricBot decommissioning** ([6983](https://github.com/dotnet/machinelearning/pull/6983)) | ||
| - **[main] Update dependencies from dotnet/arcade** ([6985](https://github.com/dotnet/machinelearning/pull/6985)) | ||
| - **[main] Update dependencies from dotnet/arcade** ([6995](https://github.com/dotnet/machinelearning/pull/6995)) | ||
| - **Temp fix for the race condition during the tests.** ([7021](https://github.com/dotnet/machinelearning/pull/7021)) | ||
| - **Make MlImage tests not block file for reading** ([7029](https://github.com/dotnet/machinelearning/pull/7029)) | ||
| - **Remove SourceLink SDK references** ([7037](https://github.com/dotnet/machinelearning/pull/7037)) | ||
| - **Change official build to use 1ES templates** ([7048](https://github.com/dotnet/machinelearning/pull/7048)) | ||
| - **Auto-generated baselines by 1ES Pipeline Templates** ([7051](https://github.com/dotnet/machinelearning/pull/7051)) | ||
| - **Update package versions in use by ML.NET tests** ([7055](https://github.com/dotnet/machinelearning/pull/7055)) | ||
| - **testing arm python brew overwite** ([7058](https://github.com/dotnet/machinelearning/pull/7058)) | ||
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| ## **Documentation Updates** | ||
| - **Update developer-guide.md** ([6870](https://github.com/dotnet/machinelearning/pull/6870)) - Thanks @computerscienceiscool! | ||
| - **Update release-3.0.0.md** ([6895](https://github.com/dotnet/machinelearning/pull/6895)) - Thanks @taeerhebend! |