PowerML

1.0.0.1

Harness the capabilities of Microsoft's machine learning framework ML.Net directly from within your PowerShell scripts and automation tasks.

Minimum PowerShell version

7.3.8

Installation Options

Copy and Paste the following command to install this package using PowerShellGet More Info

Install-Module -Name PowerML

Copy and Paste the following command to install this package using Microsoft.PowerShell.PSResourceGet More Info

Install-PSResource -Name PowerML

You can deploy this package directly to Azure Automation. Note that deploying packages with dependencies will deploy all the dependencies to Azure Automation. Learn More

Manually download the .nupkg file to your system's default download location. Note that the file won't be unpacked, and won't include any dependencies. Learn More

Owners

Package Details

Author(s)

  • Wietse Sas

Tags

MachineLearning ML ML.NET AI

Cmdlets

Add-ApplyOnnxModelTransform Add-ApplyWordEmbeddingTransform Add-ApproximatedKernelMapTransform Add-AveragedPerceptronTrainer Add-CacheCheckpoint Add-CalculateFeatureContribution Add-ConcatenateTransform Add-ConvertToGrayscaleTransform Add-ConvertToImageTransform Add-ConvertTypeTransform Add-CopyColumnsTransform Add-DetectAnomalyBySrCnnTransform Add-DetectChangePointBySsaTransform Add-DetectIidChangePointTransform Add-DetectIidSpikeTransform Add-DetectSpikeBySsaTransform Add-DnnFeaturizeImageTransform Add-DropColumnsTransform Add-ExpressionTransform Add-ExtractPixelsTransform Add-FastForestBinaryTrainer Add-FastForestRegressionTrainer Add-FastTreeBinaryTrainer Add-FastTreeRankingTrainer Add-FastTreeRegressionTrainer Add-FastTreeTweedieTrainer Add-FeaturizeTextTransform Add-FieldAwareFactorizationMachineTrainer Add-ForecastBySsaTransform Add-GamBinaryTrainer Add-GamRegressionTrainer Add-HashTransform Add-ImageClassificationTrainer Add-IndicateMissingValuesTransform Add-IsotonicTransform Add-KMeansTrainer Add-LatentDirichletAllocationTransform Add-LbfgsLogisticRegressionBinaryTrainer Add-LbfgsMaximumEntropyMulticlassTrainer Add-LbfgsPoissonRegressionTrainer Add-LdSvmTrainer Add-LightGbmBinaryTrainer Add-LightGbmMulticlassTrainer Add-LightGbmRankingTrainer Add-LightGbmRegressionTrainer Add-LinearSvmTrainer Add-LoadImagesTransform Add-LoadRawImageBytesTransform Add-MapKeyToBinaryVectorTransform Add-MapKeyToValueTransform Add-MapKeyToVectorTransform Add-MapValueToKeyTransform Add-MapValueTransform Add-MatrixFactorizationTrainer Add-NaiveBayesMulticlassTrainer Add-NaiveTransform Add-NormalizeBinningTransform Add-NormalizeGlobalContrastTransform Add-NormalizeLogMeanVarianceTransform Add-NormalizeLpNormTransform Add-NormalizeMeanVarianceTransform Add-NormalizeMinMaxTransform Add-NormalizeRobustScalingTransform Add-NormalizeSupervisedBinningTransform Add-NormalizeTextTransform Add-OlsTrainer Add-OneHotEncodingTransform Add-OneHotHashEncodingTransform Add-OnlineGradientDescentTrainer Add-PlattTransform Add-PriorTrainer Add-ProduceHashedNgramsTransform Add-ProduceHashedWordBagsTransform Add-ProduceNgramsTransform Add-ProduceWordBagsTransform Add-ProjectToPrincipalComponentsTransform Add-RandomizedPcaTrainer Add-RemoveStopWordsTransform Add-ReplaceMissingValuesTransform Add-ResizeImagesTransform Add-ScoreTensorFlowModelTransform Add-SdcaLogisticRegressionBinaryTrainer Add-SdcaMaximumEntropyMulticlassTrainer Add-SdcaNonCalibratedBinaryTrainer Add-SdcaNonCalibratedMulticlassTrainer Add-SdcaRegressionTrainer Add-SelectColumnsTransform Add-SelectFeaturesBasedOnCountTransform Add-SelectFeaturesBasedOnMutualInformationTransform Add-SgdCalibratedBinaryTrainer Add-SgdNonCalibratedBinaryTrainer Add-SymbolicSgdLogisticRegressionBinaryTrainer Add-TokenizeIntoCharactersAsKeysTransform Add-TokenizeIntoWordsTransform Build-MLModel ConvertTo-Enumerable Export-MLModel Get-BootstrapSample Get-MLContext Get-MLType Import-MLData Import-MLModel Import-TensorFlowModel Invoke-MLModel Measure-EntireAnomalyBySrCnn Measure-Seasonality New-MLContext New-MLObject Register-MLType Select-MLData Set-MLContext Split-MLData Test-MLModel

PSEditions

Core

Dependencies

This module has no dependencies.

FileList

  • PowerML.nuspec
  • Google.Protobuf.dll
  • Newtonsoft.Json.dll
  • linux-arm\libSkiaSharp.so
  • osx\libpsrpclient.dylib
  • win-arm64\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win-x86\libSkiaSharp.dll
  • win8-x86\miutils.dll
  • win-arm\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ApplicationInsights.dll
  • NumSharp.Lite.dll
  • linux-arm64\libLdaNative.so
  • osx\libSkiaSharp.dylib
  • win-arm64\miutils.dll
  • win-x86\MatrixFactorizationNative.dll
  • win81-x64\mi.dll
  • win-arm64\lib\net5.0\getfilesiginforedistwrapper.dll
  • Microsoft.ML.Core.dll
  • PowerML.dll
  • linux-arm64\libMatrixFactorizationNative.so
  • osx-arm64\libLdaNative.dylib
  • win-arm64\PowerShell.Core.Instrumentation.dll
  • win-x86\MklImports.dll
  • win81-x64\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win-arm64\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.CpuMath.dll
  • PowerML.dll-Help.xml
  • linux-arm64\libpsl-native.so
  • osx-arm64\libMatrixFactorizationNative.dylib
  • win-arm64\pwrshplugin.dll
  • win-x86\MklProxyNative.dll
  • win81-x64\miutils.dll
  • win-arm64\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.Data.dll
  • linux-arm64\libSkiaSharp.so
  • osx-x64\libFastTreeNative.dylib
  • win-x64\FastTreeNative.dll
  • win-x86\PowerShell.Core.Instrumentation.dll
  • win81-x86\mi.dll
  • win-x64\lib\net5.0\getfilesiginforedistwrapper.dll
  • Microsoft.ML.DataView.dll
  • PowerML.psd1
  • linux-musl-x64\libpsl-native.so
  • osx-x64\libLdaNative.dylib
  • win-x64\getfilesiginforedist.dll
  • win-x86\pwrshplugin.dll
  • win81-x86\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win-x86\lib\net5.0\getfilesiginforedistwrapper.dll
  • Microsoft.ML.dll
  • Protobuf.Text.dll
  • linux-musl-x64\libSkiaSharp.so
  • osx-x64\libMatrixFactorizationNative.dylib
  • win-x64\LdaNative.dll
  • win-x86\SymSgdNative.dll
  • win81-x86\miutils.dll
  • win10-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.FastTree.dll
  • SkiaSharp.dll
  • linux-x64\libFastTreeNative.so
  • osx-x64\libMklImports.dylib
  • win-x64\libiomp5md.dll
  • win10-x64\mi.dll
  • unix\lib\net7.0\System.Management.Automation.dll
  • win10-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.ImageAnalytics.dll
  • System.CodeDom.dll
  • linux-x64\libLdaNative.so
  • osx-x64\libMklProxyNative.dylib
  • win-x64\libSkiaSharp.dll
  • win10-x64\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • unix\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • win10-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.KMeansClustering.dll
  • System.Configuration.ConfigurationManager.dll
  • linux-x64\libMatrixFactorizationNative.so
  • osx-x64\libSymSgdNative.dylib
  • win-x64\lib_lightgbm.dll
  • win10-x64\miutils.dll
  • win\lib\net7.0\Microsoft.PowerShell.CoreCLR.Eventing.dll
  • win10-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.LightGbm.dll
  • System.Diagnostics.EventLog.dll
  • linux-x64\libmi.so
  • osx-x64\libtensorflow.dylib
  • win-x64\lightgbm.exe
  • win10-x86\mi.dll
  • win\lib\net7.0\Microsoft.Win32.Registry.AccessControl.dll
  • win7-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.Mkl.Components.dll
  • System.DirectoryServices.dll
  • linux-x64\libMklImports.so
  • osx-x64\libtensorflow_framework.dylib
  • win-x64\MatrixFactorizationNative.dll
  • win10-x86\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win\lib\net7.0\Microsoft.Win32.SystemEvents.dll
  • win7-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.OnnxRuntime.dll
  • System.Drawing.Common.dll
  • linux-x64\libMklProxyNative.so
  • osx-x64\lib_lightgbm.dylib
  • win-x64\MklImports.dll
  • win10-x86\miutils.dll
  • win\lib\net7.0\System.Diagnostics.EventLog.dll
  • win7-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.OnnxTransformer.dll
  • System.Management.dll
  • linux-x64\libpsl-native.so
  • win-arm\getfilesiginforedist.dll
  • win-x64\MklProxyNative.dll
  • win7-x64\mi.dll
  • win\lib\net7.0\System.Diagnostics.EventLog.Messages.dll
  • win7-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.PCA.dll
  • System.Security.Cryptography.Pkcs.dll
  • linux-x64\libpsrpclient.so
  • win-arm\mi.dll
  • win-x64\PowerShell.Core.Instrumentation.dll
  • win7-x64\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win\lib\net7.0\System.DirectoryServices.dll
  • win8-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.Recommender.dll
  • System.Security.Cryptography.ProtectedData.dll
  • linux-x64\libSkiaSharp.so
  • win-arm\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win-x64\pwrshplugin.dll
  • win7-x64\miutils.dll
  • win\lib\net7.0\System.Drawing.Common.dll
  • win8-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.StandardTrainers.dll
  • System.Security.Permissions.dll
  • linux-x64\libSymSgdNative.so
  • win-arm\miutils.dll
  • win-x64\SymSgdNative.dll
  • win7-x86\mi.dll
  • win\lib\net7.0\System.Management.Automation.dll
  • win8-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.TensorFlow.dll
  • System.Windows.Extensions.dll
  • linux-x64\libtensorflow.so
  • win-arm\PowerShell.Core.Instrumentation.dll
  • win-x64\tensorflow.dll
  • win7-x86\Microsoft.Management.Infrastructure.Native.Unmanaged.dll
  • win\lib\net7.0\System.Management.dll
  • win8-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.TimeSeries.dll
  • TensorFlow.NET.dll
  • linux-x64\libtensorflow_framework.so
  • win-arm\pwrshplugin.dll
  • win-x86\FastTreeNative.dll
  • win7-x86\miutils.dll
  • win\lib\net7.0\System.Security.Cryptography.Pkcs.dll
  • win81-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.ML.Transforms.dll
  • linux-arm\libLdaNative.so
  • linux-x64\lib_lightgbm.so
  • win-arm64\getfilesiginforedist.dll
  • win-x86\getfilesiginforedist.dll
  • win8-x64\mi.dll
  • win\lib\net7.0\System.Windows.Extensions.dll
  • win81-x64\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.ML.Vision.dll
  • linux-arm\libMatrixFactorizationNative.so
  • osx\libmi.dylib
  • win-arm64\libSkiaSharp.dll
  • win-x86\LdaNative.dll
  • win8-x64\miutils.dll
  • win-arm\lib\net5.0\getfilesiginforedistwrapper.dll
  • win81-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • Microsoft.Win32.Registry.AccessControl.dll
  • linux-arm\libpsl-native.so
  • osx\libpsl-native.dylib
  • win-arm64\mi.dll
  • win-x86\libiomp5md.dll
  • win8-x86\mi.dll
  • win-arm\lib\netstandard1.6\Microsoft.Management.Infrastructure.dll
  • win81-x86\lib\netstandard1.6\Microsoft.Management.Infrastructure.Native.dll
  • Microsoft.Win32.SystemEvents.dll

Version History

Version Downloads Last updated
1.0.0.1 (current version) 2,411 10/12/2023