machinelearning
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dotnet
ML.NET is an open source and cross-platform machine learning framework for .NET.
**Is your feature request related to a problem? Please describe.** Continuing this thread from https://github.com/microsoft/semantic-kernel/issues/9793#:~:text=Context%20Tokenization . Migrating from python to C# is difficult enough, supporting the same feature set but...
**Is your feature request related to a problem? Please describe.** Most AI systems use batching for performance reasons, needing all tokenized sentences being the same size and outputting a mask...
Original issue created in microsoft/semantic-kernel#9793. Sample project: [tjwald/high-perf-ML](https://github.com/tjwald/high-perf-ml) Related feedback: - [ ] microsoft/onnxruntime#23261 - [ ] dotnet/runtime#100924 - [ ] dotnet/runtime#103611 - [ ] #7371 - [ ] #7372...
The dataframe in Python supports shape method. It returns the dimensionality of the DataFrame. Doc: https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.shape.html Do you have plan to implement this method?
Whilst there is the ability to append a DataFrame to another pre-existing frame using the `Append` method it would be great to have a method/overload that allows for the efficient...
**Is your feature request related to a problem? Please describe.** Currently, it is quite inconvenient to look at data inside of a DataFrame during debugging. It is possible to view...
**System Information (please complete the following information):** - OS & Version: Windows 11 - ML.NET Version: 3.0.1 (Also applicable for 4.0) - .NET Version: .NET 8.0 **Describe the bug** `Splitter/consolidator...
https://github.com/dotnet/machinelearning/pull/7266/checks?check_run_id=34504009688  https://dev.azure.com/dnceng-public/public/_build/results?buildId=896796&view=logs&j=5de11fe4-b78c-5e85-6c71-18cb0c3c520b&t=1bd76744-ce54-5897-6864-351eb3621929&l=31 ``` /Users/runner/.nuget/packages/microsoft.dotnet.helix.sdk/10.0.0-beta.24613.2/tools/azure-pipelines/AzurePipelines.MultiQueue.targets(44,5): error : Test Microsoft.ML.Tests.TrainerEstimators.TrainerEstimators.SdcaLogisticRegression has failed. Check the Test tab or this console log: https://helix.dot.net/api/2019-06-17/jobs/e87e490f-2d11-4e22-b317-ddb93ea4a25a/workitems/Microsoft.ML.Tests/console [/Users/runner/work/1/s/eng/helix.proj] Build FAILED. /Users/runner/.nuget/packages/microsoft.dotnet.helix.sdk/10.0.0-beta.24613.2/tools/azure-pipelines/AzurePipelines.MultiQueue.targets(44,5): error : Test Microsoft.ML.Tests.TrainerEstimators.TrainerEstimators.SdcaLogisticRegression has failed....
**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] **Describe the solution you'd...
Lora fine-tuning is an adapter-based technique to fine-tune an LLM. It changes LLM model architecture by adding learnable lora layers to transformers. During fine-tuning, only lora weights are adjustable and...