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 LbfgsOption
    {
        [Range((float)0.03125, (float)32768, init: (float)1F, logBase: true)]
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public float L1Regularization {get; set;} = 1F;
 
        [Range((float)0.03125, (float)32768, init: (float)1F, logBase: true)]
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public float L2Regularization {get; set;} = 1F;
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string LabelColumnName {get; set;} = "Label";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string FeatureColumnName {get; set;} = "Feature";
 
        
        public string? ExampleWeightColumnName {get; set;}
 
 
    }
}