2 instantiations of VectorWhiteningEstimator
Microsoft.ML.Mkl.Components (2)
MklComponentsCatalog.cs (2)
154=> new VectorWhiteningEstimator(CatalogUtils.GetEnvironment(catalog), outputColumnName, inputColumnName, kind, epsilon, maximumNumberOfRows, rank); 171=> new VectorWhiteningEstimator(CatalogUtils.GetEnvironment(catalog), columns);
27 references to VectorWhiteningEstimator
Microsoft.ML.Mkl.Components (24)
MklComponentsCatalog.cs (7)
149public static VectorWhiteningEstimator VectorWhiten(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 150WhiteningKind kind = VectorWhiteningEstimator.Defaults.Kind, 151float epsilon = VectorWhiteningEstimator.Defaults.Epsilon, 152int maximumNumberOfRows = VectorWhiteningEstimator.Defaults.MaximumNumberOfRows, 153int rank = VectorWhiteningEstimator.Defaults.Rank) 170internal static VectorWhiteningEstimator VectorWhiten(this TransformsCatalog catalog, params VectorWhiteningEstimator.ColumnOptions[] columns)
VectorWhitening.cs (17)
58public WhiteningKind Kind = VectorWhiteningEstimator.Defaults.Kind; 61public float Eps = VectorWhiteningEstimator.Defaults.Epsilon; 64public int MaxRows = VectorWhiteningEstimator.Defaults.MaximumNumberOfRows; 67public bool SaveInverse = VectorWhiteningEstimator.Defaults.SaveInverse; 70public int PcaNum = VectorWhiteningEstimator.Defaults.Rank; 138private readonly VectorWhiteningEstimator.ColumnOptions[] _columns; 147internal VectorWhiteningTransformer(IHostEnvironment env, float[][] models, float[][] invModels, params VectorWhiteningEstimator.ColumnOptions[] columns) 170_columns = new VectorWhiteningEstimator.ColumnOptions[ColumnPairs.Length]; 172_columns[i] = new VectorWhiteningEstimator.ColumnOptions(ctx); 195var infos = options.Columns.Select(colPair => new VectorWhiteningEstimator.ColumnOptions(colPair, options)).ToArray(); 208private static (string outputColumnName, string inputColumnName)[] GetColumnPairs(VectorWhiteningEstimator.ColumnOptions[] columns) 245private static long GetRowCount(IDataView inputData, params VectorWhiteningEstimator.ColumnOptions[] columns) 262internal static (float[][] models, float[][] invModels) TrainVectorWhiteningTransform(IHostEnvironment env, IDataView inputData, params VectorWhiteningEstimator.ColumnOptions[] columns) 278private static void GetColTypesAndIndex(IHostEnvironment env, IDataView inputData, VectorWhiteningEstimator.ColumnOptions[] columns, out DataViewType[] srcTypes, out int[] cols) 300DataViewType[] srcTypes, int[] cols, params VectorWhiteningEstimator.ColumnOptions[] columns) 367ref float[][] models, ref float[][] invModels, DataViewType[] srcTypes, params VectorWhiteningEstimator.ColumnOptions[] columns) 856_host = Contracts.CheckRef(env, nameof(env)).Register(nameof(VectorWhiteningEstimator));
Microsoft.ML.Samples (2)
Dynamic\Transforms\Projection\VectorWhiten.cs (1)
48var whiteningPipeline = ml.Transforms.VectorWhiten(nameof(
Dynamic\Transforms\Projection\VectorWhitenWithOptions.cs (1)
48var whiteningPipeline = ml.Transforms.VectorWhiten(nameof(
Microsoft.ML.Tests (1)
Transformers\NormalizerTests.cs (1)
737var pipe = new VectorWhiteningEstimator(ML, "whitened", "features");