Update namespace descriptions. #90
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| <summary> | ||
| Namespace containing image loading and <a href="https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/glossary#transform">transformation</a> capabilities. | ||
| It is contained in the <a href="https://www.nuget.org/packages/Microsoft.ML.ImageAnalytics/">Microsoft.ML.ImageAnalytics nuget package.</a> | ||
| Namespace containing image loading and transforming components. |
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loading and transforming [](start = 33, length = 24)
loading and transformation
| <Docs> | ||
| <summary>To be added.</summary> | ||
| <remarks>To be added.</remarks> | ||
| <summary>Namespace containing advanced types that support ML.NET.</summary> |
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Namespace containing advanced types that support ML.NET [](start = 13, length = 55)
it is mostly things related to IHost, IChannel: logging, setting the seed.
Maybe Namespace containing types needed by the ML.NET runtime.
Advanced types makes me thing advanced ML things.
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That sounds good to me. @shmoradims ?
| Namespace containing utilities to download and featurize datasets for the API reference samples. | ||
| </summary> | ||
| <remarks> | ||
| Included in the Microsoft.ML.SampleUtils nuget package. |
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Microsoft.ML.SampleUtils [](start = 20, length = 24)
link to: https://www.nuget.org/packages/Microsoft.ML.SampleUtils
| Namespace containing trainers, model parameters, and utilities for <a href="https://lightgbm.readthedocs.io/en/latest/">LightGBM</a> algorithms. | ||
| </summary> | ||
| <remarks> | ||
| Included in the Microsoft.ML.LightGbm nuget package. |
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Microsoft.ML.LightGbm [](start = 22, length = 21)
should it link?
| <summary>To be added.</summary> | ||
| <remarks>To be added.</remarks> | ||
| <summary> | ||
| Namespace containing ONNX model loading and transformation components. |
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ONNX [](start = 27, length = 4)
link https://onnx.ai/
| <summary>A set of time series transfomer, estimator and their utilities, | ||
| used for <a href="https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#anomaly-detection"> anomaly detection.</a> | ||
| <summary> | ||
| Namespace containing time-series data transformation components used for <a href="https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#anomaly-detection">anomaly detection.</a> |
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used for anomaly detection. [](start = 71, length = 133)
let's remove this. I think they can also do just time series analysis with them.
| <Docs> | ||
| <summary>The main namespace for <a href="https://docs.microsoft.com/en-us/dotnet/machine-learning/">ML.NET</a></summary> | ||
| <summary> | ||
| The main namespace for <a href="https://docs.microsoft.com/en-us/dotnet/machine-learning/">ML.NET</a>. Contains application and operation contexts, transformer and trainer catalogs, and components for data view processing. |
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data view [](start = 207, length = 9)
should it link?
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We decided not to link
3 participants
Update namespace descriptions for the ML.NET API documentation
Preview links:
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.data?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.trainers?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.trainers.fasttree?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.trainers.lightgbm?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.trainers.recommender?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms.text?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms.image?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms.onnx?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms.tensorflow?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.transforms.timeseries?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.samplesutils?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.staticpipe?branch=pr-en-us-90&view=ml-dotnet-preview&viewFallbackFrom=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.calibrators?branch=pr-en-us-90&view=ml-dotnet
https://review.docs.microsoft.com/en-us/dotnet/api/microsoft.ml.runtime?branch=pr-en-us-90&view=ml-dotnet