17 instantiations of PipelineNode
Microsoft.ML.AutoML (17)
EstimatorExtensions\EstimatorExtensions.cs (14)
18var pipelineNode = new PipelineNode(EstimatorName.ColumnConcatenating.ToString(), 39var pipelineNode = new PipelineNode(EstimatorName.ColumnCopying.ToString(), 60var pipelineNode = new PipelineNode(EstimatorName.KeyToValueMapping.ToString(), 81var pipelineNode = new PipelineNode(EstimatorName.Hashing.ToString(), 102var pipelineNode = new PipelineNode(EstimatorName.MissingValueIndicating.ToString(), 129var pipelineNode = new PipelineNode(EstimatorName.MissingValueReplacing.ToString(), 156var pipelineNode = new PipelineNode(EstimatorName.Normalizing.ToString(), 177var pipelineNode = new PipelineNode(EstimatorName.OneHotEncoding.ToString(), 208var pipelineNode = new PipelineNode(EstimatorName.OneHotHashEncoding.ToString(), 234var pipelineNode = new PipelineNode(EstimatorName.TextFeaturizing.ToString(), 255var pipelineNode = new PipelineNode(EstimatorName.TypeConverting.ToString(), 281var pipelineNode = new PipelineNode(EstimatorName.ValueToKeyMapping.ToString(), 308var pipelineNode = new PipelineNode(EstimatorName.RawByteImageLoading.ToString(), PipelineNodeType.Transform, inColumn, outColumn, pipelineNodeProperty); 333var pipelineNode = new PipelineNode(EstimatorName.ImageLoading.ToString(), PipelineNodeType.Transform, inColumn, outColumn, pipelineNodeProperty);
TrainerExtensions\TrainerExtensionUtil.cs (3)
103var ovaNode = new PipelineNode() 130return new PipelineNode(trainerName.ToString(), PipelineNodeType.Trainer, DefaultColumnNames.Features, 137return new PipelineNode(trainerName.ToString(), PipelineNodeType.Trainer, DefaultColumnNames.Features,
83 references to PipelineNode
Microsoft.ML.AutoML (73)
API\Pipeline.cs (2)
11public PipelineNode[] Nodes { get; set; } 14public Pipeline(PipelineNode[] nodes, bool cacheBeforeTrainer = false)
EstimatorExtensions\EstimatorExtensions.cs (28)
11public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 18var pipelineNode = new PipelineNode(EstimatorName.ColumnConcatenating.ToString(), 32public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 39var pipelineNode = new PipelineNode(EstimatorName.ColumnCopying.ToString(), 53public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 60var pipelineNode = new PipelineNode(EstimatorName.KeyToValueMapping.ToString(), 74public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 81var pipelineNode = new PipelineNode(EstimatorName.Hashing.ToString(), 95public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 102var pipelineNode = new PipelineNode(EstimatorName.MissingValueIndicating.ToString(), 122public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 129var pipelineNode = new PipelineNode(EstimatorName.MissingValueReplacing.ToString(), 149public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 156var pipelineNode = new PipelineNode(EstimatorName.Normalizing.ToString(), 170public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 177var pipelineNode = new PipelineNode(EstimatorName.OneHotEncoding.ToString(), 196public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 208var pipelineNode = new PipelineNode(EstimatorName.OneHotHashEncoding.ToString(), 227public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 234var pipelineNode = new PipelineNode(EstimatorName.TextFeaturizing.ToString(), 248public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 255var pipelineNode = new PipelineNode(EstimatorName.TypeConverting.ToString(), 274public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 281var pipelineNode = new PipelineNode(EstimatorName.ValueToKeyMapping.ToString(), 297public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 308var pipelineNode = new PipelineNode(EstimatorName.RawByteImageLoading.ToString(), PipelineNodeType.Transform, inColumn, outColumn, pipelineNodeProperty); 322public IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode) 333var pipelineNode = new PipelineNode(EstimatorName.ImageLoading.ToString(), PipelineNodeType.Transform, inColumn, outColumn, pipelineNodeProperty);
EstimatorExtensions\IEstimatorExtension.cs (1)
9IEstimator<ITransformer> CreateInstance(MLContext context, PipelineNode pipelineNode);
Experiment\SuggestedPipeline.cs (2)
62var pipelineElements = new List<PipelineNode>(); 82foreach (var pipelineNode in pipeline.Nodes)
Experiment\SuggestedTrainer.cs (1)
64public PipelineNode ToPipelineNode()
TrainerExtensions\BinaryTrainerExtensions.cs (9)
47public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 79public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 101public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 122public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 143public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 164public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 186public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 208public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 229public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo)
TrainerExtensions\ITrainerExtension.cs (1)
19PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo);
TrainerExtensions\MultiTrainerExtensions.cs (11)
32public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 54public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 74public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 97public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 117public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 140public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 162public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 184public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 206public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 227public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 245public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo)
TrainerExtensions\RankingTrainerExtensions.cs (2)
30public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 52public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo)
TrainerExtensions\RecommendationTrainerExtensions.cs (1)
25public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo)
TrainerExtensions\RegressionTrainerExtensions.cs (8)
30public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 52public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 74public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 95public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 116public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 138public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 160public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo) 181public PipelineNode CreatePipelineNode(IEnumerable<SweepableParam> sweepParams, ColumnInformation columnInfo)
TrainerExtensions\TrainerExtensionUtil.cs (5)
100public static PipelineNode BuildOvaPipelineNode(ITrainerExtension multiExtension, ITrainerExtension binaryExtension, 103var ovaNode = new PipelineNode() 112var binaryNode = binaryExtension.CreatePipelineNode(sweepParams, columnInfo); 117public static PipelineNode BuildPipelineNode(TrainerName trainerName, IEnumerable<SweepableParam> sweepParams, 134public static PipelineNode BuildLightGbmPipelineNode(TrainerName trainerName, IEnumerable<SweepableParam> sweepParams,
TransformInference\TransformInference.cs (2)
16public readonly PipelineNode PipelineNode; 18public SuggestedTransform(PipelineNode pipelineNode, IEstimator<ITransformer> estimator)
Microsoft.ML.AutoML.Tests (10)
TrainerExtensionsTests.cs (10)
45var pipelineNode = extension.CreatePipelineNode(null, columnInfo); 59var pipelineNode = extension.CreatePipelineNode(null, columnInfo); 72var pipelineNode = new MatrixFactorizationExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 108var pipelineNode = new LightGbmBinaryExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 153var pipelineNode = new SdcaLogisticRegressionBinaryExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 179var pipelineNode = new LightGbmBinaryExtension().CreatePipelineNode( 212var pipelineNode = new FastForestBinaryExtension().CreatePipelineNode(sweepParams, columnInfo); 236var pipelineNode = new AveragedPerceptronBinaryExtension().CreatePipelineNode(null, new ColumnInformation() { LabelColumnName = "L" }); 257var pipelineNode = new FastForestOvaExtension().CreatePipelineNode(null, new ColumnInformation()); 291var pipelineNode = new FastTreeRankingExtension().CreatePipelineNode(null, columnInfo);