PowerML

1.0.0.1

PowerML.psd1

                                @{

  RootModule = 'PowerML.dll'

  ModuleVersion = '1.0.0.1'

  CompatiblePSEditions = 'Core'

  PowerShellVersion = '7.3.8'

  GUID = '420f97f6-c03d-4826-8c9f-b9602697e420'

  Author = 'Wietse Sas'

  CompanyName = 'Wietse Sas'

  Copyright = ''

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

  FormatsToProcess = @(

  )

  CmdletsToExport = @(

    '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'

  )

  FunctionsToExport = @()

  VariablesToExport = @()

  AliasesToExport = @()

  PrivateData = @{

    PSData = @{

      ProjectUri = 'https://github.com/wietsesas/PowerML'

      LicenseUri = 'https://github.com/wietsesas/PowerML/blob/main/LICENSE.md'

      Tags = @('PSModule', 'MachineLearning', 'ML', 'ML.NET', 'AI')

    }

  }

}