Releases: dotnet/machinelearning
ML.NET v1.0.0
ML.NET is now 1.0.0. 🍰
This is our stable API. In this final sprint we have worked mainly on improving the documentation. Please let us know what you like about ML.NET and what we can improve to make your use of machine learning easier in .NET. With this release we are committed to staying backward compatible.
ML.NET v1.0.0-preview
This is the RC1 release for ML.NET version 1.0.0. The work on the API project has been concluded. The focus before releasing version 1.0.0 would be to enhance documentation and samples as well as addressing any critical issues. Please note that NuGets have now 1.0.0-preview as well as 0.12.0-preview versions depending on which one will become stable release. Also IDataView is now in Microsoft.ML namespace. As always thank you so much for being an awesome community of Machine Learning enthusiasts.
ML.NET v0.11
A lot more API clean up as well as many fixes are packed in this release! We are quickly approaching RC1 release for ML.NET and our first priority is to complete the API related work. Thank you for being patient while we get closer to our stable surface. We are super excited to work through the remaining issues and ship V0.1. In fact we are so excited that in the release notes was mentioned that FastTree has a new package now. That is partially true as you can see in our nightly builds but 0.11 still does not have a separate package. oh well! :)
ML.NET v0.10
More API clean up as well as many fixes are in this release. We are preparing for our stable API in 1.0 release and greatly appreciate the community feedback and engagement. Please note that IDataView is now in Microsoft.Data.DataView #2220. Also please note that #2239 has changed the order of parameters and your existing code needs to be updated.
ML.NET v0.9
This release brings many fixes as well as significant API clean up. We have removed the API that was marked obsolete. Explainability features of ML.NET have also got some improvements as originally planned. Thanks to all the great support as we improve the API for 1.0 release.
ML.NET v0.8
ML.NET 0.8 is here with some very exciting features. Explainability, stateful time series, implicit feedback in recommendations and better debuggability as well as many bug fixes are included in this release. Please note that the legacy API has been marked obsolete and will be removed in the next release. Many thanks to the awesome users and community contributors for your continuous support.
ML.NET v0.7
ML.NET 0.7 brings multiple enhancements such as anomaly detection, matrix factorization, x86 builds, as well as custom transforms. We continue to refine our API with many exciting extensions. Thanks to everyone for your massive support and contributions in this release.
ML.NET v0.6
ML.NET 0.6 is a milestone release as it introduces the new API. There is major work to improve the internals of the library. This release is also bringing massive performance gains in predictions. We are also excited to introduce ONNX transform.
Release Notes
Download and Install
Known issues:
[The Trainers list for training context is empty]
(#1054)
ML.NET v0.5
ML.NET 0.5 makes TensorFlow transform available. We continue to work towards new API. We have also introduced many enhancements and bug fixes. Our sincere gratitude to all the amazing users and contributors.
ML.NET v0.4
ML.NET 0.4 is the first release where we have started an overall work on API for ML.NET. We are working on a much more flexible and extensible API. We have also introduced enhancements including new word-embeddings transform and SymSGD learner. Many thanks to all the amazing help from the contributors and users.