81 instantiations of SearchSpace
Microsoft.ML.AutoML (60)
API\AutoCatalog.cs (17)
364res.Add(SweepableEstimatorFactory.CreateFastTreeBinary(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption))); 373res.Add(SweepableEstimatorFactory.CreateFastForestBinary(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption))); 382res.Add(SweepableEstimatorFactory.CreateLightGbmBinary(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption))); 391res.Add(SweepableEstimatorFactory.CreateLbfgsLogisticRegressionBinary(lbfgsLogisticRegressionOption, lbfgsLogisticRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsLogisticRegressionOption))); 400res.Add(SweepableEstimatorFactory.CreateSdcaLogisticRegressionBinary(sdcaLogisticRegressionOption, sdcaLogisticRegressionSearchSpace ?? new SearchSpace<SdcaOption>(sdcaLogisticRegressionOption))); 468res.Add(SweepableEstimatorFactory.CreateFastTreeOva(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption))); 477res.Add(SweepableEstimatorFactory.CreateFastForestOva(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption))); 486res.Add(SweepableEstimatorFactory.CreateLightGbmMulti(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption))); 495res.Add(SweepableEstimatorFactory.CreateLbfgsLogisticRegressionOva(lbfgsLogisticRegressionOption, lbfgsLogisticRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsLogisticRegressionOption))); 505res.Add(SweepableEstimatorFactory.CreateLbfgsMaximumEntropyMulti(lbfgsMaximumEntrophyOption, lbfgsMaximumEntrophySearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsMaximumEntrophyOption))); 514res.Add(SweepableEstimatorFactory.CreateSdcaMaximumEntropyMulti(sdcaMaximumEntrophyOption, sdcaMaximumEntorphySearchSpace ?? new SearchSpace<SdcaOption>(sdcaMaximumEntrophyOption))); 523res.Add(SweepableEstimatorFactory.CreateSdcaLogisticRegressionOva(sdcaLogisticRegressionOption, sdcaLogisticRegressionSearchSpace ?? new SearchSpace<SdcaOption>(sdcaLogisticRegressionOption))); 579res.Add(SweepableEstimatorFactory.CreateFastTreeRegression(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption))); 588res.Add(SweepableEstimatorFactory.CreateFastForestRegression(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption))); 597res.Add(SweepableEstimatorFactory.CreateLightGbmRegression(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption))); 606res.Add(SweepableEstimatorFactory.CreateLbfgsPoissonRegressionRegression(lbfgsPoissonRegressionOption, lbfgsPoissonRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsPoissonRegressionOption))); 615res.Add(SweepableEstimatorFactory.CreateSdcaRegression(sdcaOption, sdcaSearchSpace ?? new SearchSpace<SdcaOption>(sdcaOption)));
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SweepableEstimatorFactory.cs (43)
17searchSpace = new SearchSpace<LgbmOption>(defaultOption); 26searchSpace = new SearchSpace<LgbmOption>(defaultOption); 35searchSpace = new SearchSpace<LgbmOption>(defaultOption); 44searchSpace = new SearchSpace<FastForestOption>(defaultOption); 53searchSpace = new SearchSpace<FastForestOption>(defaultOption); 62searchSpace = new SearchSpace<FastForestOption>(defaultOption); 71searchSpace = new SearchSpace<FastTreeOption>(defaultOption); 80searchSpace = new SearchSpace<FastTreeOption>(defaultOption); 89searchSpace = new SearchSpace<FastTreeOption>(defaultOption); 98searchSpace = new SearchSpace<FastTreeOption>(defaultOption); 107searchSpace = new SearchSpace<LbfgsOption>(defaultOption); 116searchSpace = new SearchSpace<LbfgsOption>(defaultOption); 125searchSpace = new SearchSpace<LbfgsOption>(defaultOption); 134searchSpace = new SearchSpace<LbfgsOption>(defaultOption); 143searchSpace = new SearchSpace<SdcaOption>(defaultOption); 152searchSpace = new SearchSpace<SdcaOption>(defaultOption); 161searchSpace = new SearchSpace<SdcaOption>(defaultOption); 170searchSpace = new SearchSpace<SdcaOption>(defaultOption); 179searchSpace = new SearchSpace<MatrixFactorizationOption>(defaultOption); 188searchSpace = new SearchSpace<ImageClassificationOption>(defaultOption); 197searchSpace = new SearchSpace<TextClassificationOption>(defaultOption); 206searchSpace = new SearchSpace<SentenceSimilarityOption>(defaultOption); 215searchSpace = new SearchSpace<ObjectDetectionOption>(defaultOption); 224searchSpace = new SearchSpace<QuestionAnsweringOption>(defaultOption); 233searchSpace = new SearchSpace<NamedEntityRecognitionOption>(defaultOption); 242searchSpace = new SearchSpace<SsaOption>(defaultOption); 251searchSpace = new SearchSpace<ConcatOption>(defaultOption); 260searchSpace = new SearchSpace<NaiveOption>(defaultOption); 269searchSpace = new SearchSpace<OneHotOption>(defaultOption); 278searchSpace = new SearchSpace<OneHotOption>(defaultOption); 287searchSpace = new SearchSpace<LoadImageOption>(defaultOption); 296searchSpace = new SearchSpace<MapKeyToValueOption>(defaultOption); 305searchSpace = new SearchSpace<ReplaceMissingValueOption>(defaultOption); 314searchSpace = new SearchSpace<NormalizeMinMaxOption>(defaultOption); 323searchSpace = new SearchSpace<FeaturizeTextOption>(defaultOption); 332searchSpace = new SearchSpace<NormalizeTextOption>(defaultOption); 341searchSpace = new SearchSpace<ConvertTypeOption>(defaultOption); 350searchSpace = new SearchSpace<MapValueToKeyOption>(defaultOption); 359searchSpace = new SearchSpace<ApplyOnnxModelOption>(defaultOption); 368searchSpace = new SearchSpace<ResizeImageOption>(defaultOption); 377searchSpace = new SearchSpace<ExtractPixelsOption>(defaultOption); 386searchSpace = new SearchSpace<LoadImageOption>(defaultOption); 395searchSpace = new SearchSpace<DnnFeaturizerImageOption>(defaultOption);
Microsoft.ML.AutoML.Samples (2)
Sweepable\SearchSpaceExample.cs (1)
17var myParameterSearchSpace = new SearchSpace<MyParameter>();
Sweepable\SweepableLightGBMBinaryExperiment.cs (1)
42var lgbmSearchSpace = new SearchSpace<LightGBMOption>();
Microsoft.ML.AutoML.Tests (10)
GridSearchTunerTests.cs (1)
37var searchSpace = new SearchSpace<NaiveSearchSpace>();
TrialResultManagerTest.cs (1)
33var lgbmSearchSpace = new SearchSpace.SearchSpace<LgbmOption>();
TunerTests.cs (8)
33var searchSpace = new SearchSpace<LbfgsOption>(); 74var searchSpace = new SearchSpace<LbfgsOption>(); 106var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 152var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 238var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 293var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 342var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 390var searchSpace = new SearchSpace<LSE3DSearchSpace>();
Microsoft.ML.SearchSpace.Tests (9)
SearchSpaceTest.cs (9)
41var ss = new SearchSpace<BasicSearchSpace>(); 61var ss = new SearchSpace<BasicSearchSpace>(); 74var ss = new SearchSpace<NestSearchSpace>(); 98var ss = new SearchSpace<NestSearchSpace>(option); 145var ss = new SearchSpace<BasicSearchSpace>(option); 165var ss = new SearchSpace<NestSearchSpace>(); 191var ss = new SearchSpace<DefaultSearchSpace>(defaultSearchSpace); 209var ss = new SearchSpace<BasicSearchSpace>(); 302var ss = new SearchSpace<TOption>();
127 references to SearchSpace
Microsoft.ML.AutoML (104)
API\AutoCatalog.cs (18)
301public SweepableEstimator CreateSweepableEstimator<T>(Func<MLContext, T, IEstimator<ITransformer>> factory, SearchSpace<T> ss = null) 350SearchSpace<FastTreeOption> fastTreeSearchSpace = null, 351SearchSpace<LgbmOption> lgbmSearchSpace = null, 352SearchSpace<FastForestOption> fastForestSearchSpace = null, 353SearchSpace<LbfgsOption> lbfgsLogisticRegressionSearchSpace = null, 354SearchSpace<SdcaOption> sdcaLogisticRegressionSearchSpace = null) 452SearchSpace<FastTreeOption> fastTreeSearchSpace = null, 453SearchSpace<LgbmOption> lgbmSearchSpace = null, 454SearchSpace<FastForestOption> fastForestSearchSpace = null, 455SearchSpace<LbfgsOption> lbfgsMaximumEntrophySearchSpace = null, 456SearchSpace<LbfgsOption> lbfgsLogisticRegressionSearchSpace = null, 457SearchSpace<SdcaOption> sdcaMaximumEntorphySearchSpace = null, 458SearchSpace<SdcaOption> sdcaLogisticRegressionSearchSpace = null) 565SearchSpace<FastTreeOption> fastTreeSearchSpace = null, 566SearchSpace<LgbmOption> lgbmSearchSpace = null, 567SearchSpace<FastForestOption> fastForestSearchSpace = null, 568SearchSpace<LbfgsOption> lbfgsPoissonRegressionSearchSpace = null, 569SearchSpace<SdcaOption> sdcaSearchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ApplyOnnxModel.cs (1)
16public ApplyOnnxModel(ApplyOnnxModelOption defaultOption, SearchSpace<ApplyOnnxModelOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\Concatenate.cs (1)
16public Concatenate(ConcatOption defaultOption, SearchSpace<ConcatOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ConvertType.cs (1)
16public ConvertType(ConvertTypeOption defaultOption, SearchSpace<ConvertTypeOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\DnnFeaturizerImage.cs (1)
16public DnnFeaturizerImage(DnnFeaturizerImageOption defaultOption, SearchSpace<DnnFeaturizerImageOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ExtractPixels.cs (1)
16public ExtractPixels(ExtractPixelsOption defaultOption, SearchSpace<ExtractPixelsOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestBinary.cs (1)
16public FastForestBinary(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestOva.cs (1)
16public FastForestOva(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestRegression.cs (1)
16public FastForestRegression(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeBinary.cs (1)
16public FastTreeBinary(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeOva.cs (1)
16public FastTreeOva(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeRegression.cs (1)
16public FastTreeRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeTweedieRegression.cs (1)
16public FastTreeTweedieRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FeaturizeText.cs (1)
16public FeaturizeText(FeaturizeTextOption defaultOption, SearchSpace<FeaturizeTextOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ForecastBySsa.cs (1)
16public ForecastBySsa(SsaOption defaultOption, SearchSpace<SsaOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ImageClassificationMulti.cs (1)
16public ImageClassificationMulti(ImageClassificationOption defaultOption, SearchSpace<ImageClassificationOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsLogisticRegressionBinary.cs (1)
16public LbfgsLogisticRegressionBinary(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsLogisticRegressionOva.cs (1)
16public LbfgsLogisticRegressionOva(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsMaximumEntropyMulti.cs (1)
16public LbfgsMaximumEntropyMulti(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsPoissonRegressionRegression.cs (1)
16public LbfgsPoissonRegressionRegression(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmBinary.cs (1)
16public LightGbmBinary(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmMulti.cs (1)
16public LightGbmMulti(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmRegression.cs (1)
16public LightGbmRegression(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LoadImages.cs (1)
16public LoadImages(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LoadRawImageBytes.cs (1)
16public LoadRawImageBytes(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapKeyToValue.cs (1)
16public MapKeyToValue(MapKeyToValueOption defaultOption, SearchSpace<MapKeyToValueOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapValueToKey.cs (1)
16public MapValueToKey(MapValueToKeyOption defaultOption, SearchSpace<MapValueToKeyOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MatrixFactorization.cs (1)
16public MatrixFactorization(MatrixFactorizationOption defaultOption, SearchSpace<MatrixFactorizationOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\Naive.cs (1)
16public Naive(NaiveOption defaultOption, SearchSpace<NaiveOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NamedEntityRecognitionMulti.cs (1)
16public NamedEntityRecognitionMulti(NamedEntityRecognitionOption defaultOption, SearchSpace<NamedEntityRecognitionOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeMinMax.cs (1)
16public NormalizeMinMax(NormalizeMinMaxOption defaultOption, SearchSpace<NormalizeMinMaxOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeText.cs (1)
16public NormalizeText(NormalizeTextOption defaultOption, SearchSpace<NormalizeTextOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ObjectDetectionMulti.cs (1)
16public ObjectDetectionMulti(ObjectDetectionOption defaultOption, SearchSpace<ObjectDetectionOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\OneHotEncoding.cs (1)
16public OneHotEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\OneHotHashEncoding.cs (1)
16public OneHotHashEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\QuestionAnsweringMulti.cs (1)
16public QuestionAnsweringMulti(QuestionAnsweringOption defaultOption, SearchSpace<QuestionAnsweringOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ReplaceMissingValues.cs (1)
16public ReplaceMissingValues(ReplaceMissingValueOption defaultOption, SearchSpace<ReplaceMissingValueOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ResizeImages.cs (1)
16public ResizeImages(ResizeImageOption defaultOption, SearchSpace<ResizeImageOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaLogisticRegressionBinary.cs (1)
16public SdcaLogisticRegressionBinary(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaLogisticRegressionOva.cs (1)
16public SdcaLogisticRegressionOva(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaMaximumEntropyMulti.cs (1)
16public SdcaMaximumEntropyMulti(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaRegression.cs (1)
16public SdcaRegression(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SentenceSimilarityRegression.cs (1)
16public SentenceSimilarityRegression(SentenceSimilarityOption defaultOption, SearchSpace<SentenceSimilarityOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SweepableEstimatorFactory.cs (43)
14public static LightGbmBinary CreateLightGbmBinary(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null) 23public static LightGbmMulti CreateLightGbmMulti(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null) 32public static LightGbmRegression CreateLightGbmRegression(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null) 41public static FastForestBinary CreateFastForestBinary(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null) 50public static FastForestOva CreateFastForestOva(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null) 59public static FastForestRegression CreateFastForestRegression(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null) 68public static FastTreeBinary CreateFastTreeBinary(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null) 77public static FastTreeOva CreateFastTreeOva(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null) 86public static FastTreeRegression CreateFastTreeRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null) 95public static FastTreeTweedieRegression CreateFastTreeTweedieRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null) 104public static LbfgsLogisticRegressionBinary CreateLbfgsLogisticRegressionBinary(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null) 113public static LbfgsLogisticRegressionOva CreateLbfgsLogisticRegressionOva(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null) 122public static LbfgsMaximumEntropyMulti CreateLbfgsMaximumEntropyMulti(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null) 131public static LbfgsPoissonRegressionRegression CreateLbfgsPoissonRegressionRegression(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null) 140public static SdcaLogisticRegressionBinary CreateSdcaLogisticRegressionBinary(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null) 149public static SdcaLogisticRegressionOva CreateSdcaLogisticRegressionOva(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null) 158public static SdcaMaximumEntropyMulti CreateSdcaMaximumEntropyMulti(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null) 167public static SdcaRegression CreateSdcaRegression(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null) 176public static MatrixFactorization CreateMatrixFactorization(MatrixFactorizationOption defaultOption, SearchSpace<MatrixFactorizationOption> searchSpace = null) 185public static ImageClassificationMulti CreateImageClassificationMulti(ImageClassificationOption defaultOption, SearchSpace<ImageClassificationOption> searchSpace = null) 194public static TextClassificationMulti CreateTextClassificationMulti(TextClassificationOption defaultOption, SearchSpace<TextClassificationOption> searchSpace = null) 203public static SentenceSimilarityRegression CreateSentenceSimilarityRegression(SentenceSimilarityOption defaultOption, SearchSpace<SentenceSimilarityOption> searchSpace = null) 212public static ObjectDetectionMulti CreateObjectDetectionMulti(ObjectDetectionOption defaultOption, SearchSpace<ObjectDetectionOption> searchSpace = null) 221public static QuestionAnsweringMulti CreateQuestionAnsweringMulti(QuestionAnsweringOption defaultOption, SearchSpace<QuestionAnsweringOption> searchSpace = null) 230public static NamedEntityRecognitionMulti CreateNamedEntityRecognitionMulti(NamedEntityRecognitionOption defaultOption, SearchSpace<NamedEntityRecognitionOption> searchSpace = null) 239public static ForecastBySsa CreateForecastBySsa(SsaOption defaultOption, SearchSpace<SsaOption> searchSpace = null) 248public static Concatenate CreateConcatenate(ConcatOption defaultOption, SearchSpace<ConcatOption> searchSpace = null) 257public static Naive CreateNaive(NaiveOption defaultOption, SearchSpace<NaiveOption> searchSpace = null) 266public static OneHotEncoding CreateOneHotEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null) 275public static OneHotHashEncoding CreateOneHotHashEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null) 284public static LoadRawImageBytes CreateLoadRawImageBytes(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null) 293public static MapKeyToValue CreateMapKeyToValue(MapKeyToValueOption defaultOption, SearchSpace<MapKeyToValueOption> searchSpace = null) 302public static ReplaceMissingValues CreateReplaceMissingValues(ReplaceMissingValueOption defaultOption, SearchSpace<ReplaceMissingValueOption> searchSpace = null) 311public static NormalizeMinMax CreateNormalizeMinMax(NormalizeMinMaxOption defaultOption, SearchSpace<NormalizeMinMaxOption> searchSpace = null) 320public static FeaturizeText CreateFeaturizeText(FeaturizeTextOption defaultOption, SearchSpace<FeaturizeTextOption> searchSpace = null) 329public static NormalizeText CreateNormalizeText(NormalizeTextOption defaultOption, SearchSpace<NormalizeTextOption> searchSpace = null) 338public static ConvertType CreateConvertType(ConvertTypeOption defaultOption, SearchSpace<ConvertTypeOption> searchSpace = null) 347public static MapValueToKey CreateMapValueToKey(MapValueToKeyOption defaultOption, SearchSpace<MapValueToKeyOption> searchSpace = null) 356public static ApplyOnnxModel CreateApplyOnnxModel(ApplyOnnxModelOption defaultOption, SearchSpace<ApplyOnnxModelOption> searchSpace = null) 365public static ResizeImages CreateResizeImages(ResizeImageOption defaultOption, SearchSpace<ResizeImageOption> searchSpace = null) 374public static ExtractPixels CreateExtractPixels(ExtractPixelsOption defaultOption, SearchSpace<ExtractPixelsOption> searchSpace = null) 383public static LoadImages CreateLoadImages(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null) 392public static DnnFeaturizerImage CreateDnnFeaturizerImage(DnnFeaturizerImageOption defaultOption, SearchSpace<DnnFeaturizerImageOption> searchSpace = null)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\TextClassificationMulti.cs (1)
16public TextClassificationMulti(TextClassificationOption defaultOption, SearchSpace<TextClassificationOption> searchSpace = null)
Microsoft.ML.AutoML.Samples (2)
Sweepable\SearchSpaceExample.cs (1)
17var myParameterSearchSpace = new SearchSpace<MyParameter>();
Sweepable\SweepableLightGBMBinaryExperiment.cs (1)
42var lgbmSearchSpace = new SearchSpace<LightGBMOption>();
Microsoft.ML.AutoML.Tests (10)
GridSearchTunerTests.cs (1)
37var searchSpace = new SearchSpace<NaiveSearchSpace>();
TrialResultManagerTest.cs (1)
33var lgbmSearchSpace = new SearchSpace.SearchSpace<LgbmOption>();
TunerTests.cs (8)
33var searchSpace = new SearchSpace<LbfgsOption>(); 74var searchSpace = new SearchSpace<LbfgsOption>(); 106var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 152var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 238var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 293var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 342var searchSpace = new SearchSpace<LSE3DSearchSpace>(); 390var searchSpace = new SearchSpace<LSE3DSearchSpace>();
Microsoft.ML.SearchSpace (2)
SearchSpace.cs (2)
414/// Create <see cref="SearchSpace{T}"/> from <typeparamref name="T"/>. This initializer search for the <see cref="NestOptionAttribute"/> in <typeparamref name="T"/> and create searching space accordingly. 422/// Create <see cref="SearchSpace{T}"/> from <typeparamref name="T"/> and <paramref name="defaultOption"/>. This initializer search for the <see cref="NestOptionAttribute"/> in <typeparamref name="T"/> and create searching space accordingly.
Microsoft.ML.SearchSpace.Tests (9)
SearchSpaceTest.cs (9)
41var ss = new SearchSpace<BasicSearchSpace>(); 61var ss = new SearchSpace<BasicSearchSpace>(); 74var ss = new SearchSpace<NestSearchSpace>(); 98var ss = new SearchSpace<NestSearchSpace>(option); 145var ss = new SearchSpace<BasicSearchSpace>(option); 165var ss = new SearchSpace<NestSearchSpace>(); 191var ss = new SearchSpace<DefaultSearchSpace>(defaultSearchSpace); 209var ss = new SearchSpace<BasicSearchSpace>(); 302var ss = new SearchSpace<TOption>();