38 instantiations of SearchSpace
Microsoft.ML.AutoML (17)
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)));
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>();
41 references to SearchSpace
Microsoft.ML.AutoML (18)
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)
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>();