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using Microsoft.ML.SearchSpace;
using OptionAttribute = Microsoft.ML.SearchSpace.NestOptionAttribute;
using ColorsOrder = Microsoft.ML.Transforms.Image.ImagePixelExtractingEstimator.ColorsOrder;
using ColorBits = Microsoft.ML.Transforms.Image.ImagePixelExtractingEstimator.ColorBits;
using ResizingKind = Microsoft.ML.Transforms.Image.ImageResizingEstimator.ResizingKind;
using Anchor = Microsoft.ML.Transforms.Image.ImageResizingEstimator.Anchor;
using BertArchitecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture;
using static Microsoft.ML.Vision.ImageClassificationTrainer.Architecture;
using DataKind = Microsoft.ML.Data.DataKind;
using CaseMode = Microsoft.ML.Transforms.Text.TextNormalizingEstimator.CaseMode;
#nullable enable
namespace Microsoft.ML.AutoML.CodeGen
{
public class MatrixFactorizationOption
{
[System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
public string LabelColumnName {get; set;} = "Label";
public string? MatrixColumnIndexColumnName {get; set;}
public string? MatrixRowIndexColumnName {get; set;}
[Range((int)10, (int)32768, init: (int)20, logBase: true)]
[System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
public int ApproximationRank {get; set;} = 20;
[Range((double)2E-10, (double)1, init: (double)1, logBase: true)]
[System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
public double LearningRate {get; set;} = 1;
[Range((int)4, (int)32768, init: (int)128, logBase: true)]
[System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
public int NumberOfIterations {get; set;} = 128;
[System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
public bool Quiet {get; set;} = true;
}
}
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