51 references to SweepableEstimatorFactory
Microsoft.ML.AutoML (27)
API\AutoCatalog.cs (27)
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))); 634return new SweepablePipeline().Append(new[] { SweepableEstimatorFactory.CreateFeaturizeText(option) }); 653return new SweepablePipeline().Append(new[] { SweepableEstimatorFactory.CreateReplaceMissingValues(replaceMissingValueOption) }); 676return new[] { SweepableEstimatorFactory.CreateConvertType(convertTypeOption) }; 694return new SweepablePipeline().Append(new SweepableEstimator[] { SweepableEstimatorFactory.CreateOneHotEncoding(option), SweepableEstimatorFactory.CreateOneHotHashEncoding(option) }); 729return pipeline.Append(SweepableEstimatorFactory.CreateLoadImages(loadImageOption)) 730.Append(SweepableEstimatorFactory.CreateResizeImages(resizeImageOption)) 731.Append(SweepableEstimatorFactory.CreateExtractPixels(extractPixelOption)) 732.Append(SweepableEstimatorFactory.CreateDnnFeaturizerImage(dnnFeaturizerOption)); 868pipeline = pipeline.Append(SweepableEstimatorFactory.CreateConcatenate(option));
Microsoft.ML.AutoML.Tests (24)
SweepableEstimatorPipelineTest.cs (10)
127var concat = SweepableEstimatorFactory.CreateConcatenate(new ConcatOption()); 128var replaceMissingValue = SweepableEstimatorFactory.CreateReplaceMissingValues(new ReplaceMissingValueOption()); 129var oneHot = SweepableEstimatorFactory.CreateOneHotEncoding(new OneHotOption()); 130var lightGbm = SweepableEstimatorFactory.CreateLightGbmBinary(new LgbmOption()); 131var fastTree = SweepableEstimatorFactory.CreateFastTreeBinary(new FastTreeOption()); 139var concat = SweepableEstimatorFactory.CreateConcatenate(new ConcatOption()); 140var replaceMissingValue = SweepableEstimatorFactory.CreateReplaceMissingValues(new ReplaceMissingValueOption()); 141var oneHot = SweepableEstimatorFactory.CreateOneHotEncoding(new OneHotOption()); 142var lightGbm = SweepableEstimatorFactory.CreateLightGbmBinary(new LgbmOption()); 143var fastTree = SweepableEstimatorFactory.CreateFastTreeBinary(new FastTreeOption());
SweepableExtensionTest.cs (9)
51var pipeline = estimator.Append(SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption())); 59var estimator = SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption()); 69var estimator = SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption()); 120var pipeline = SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption()) 134.Append(SweepableEstimatorFactory.CreateFeaturizeText(new FeaturizeTextOption())) 148.Append(SweepableEstimatorFactory.CreateFeaturizeText(new FeaturizeTextOption())) 161SweepablePipeline pipeline = SweepableEstimatorFactory.CreateFeaturizeText(new FeaturizeTextOption()) 188var pipeline = estimator.Append(SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption()), SweepableEstimatorFactory.CreateFastForestBinary(new FastForestOption()));
SweepablePipelineTests.cs (4)
59pipeline = pipeline.Append(SweepableEstimatorFactory.CreateConcatenate(concatOption)); 62pipeline = pipeline.Append(SweepableEstimatorFactory.CreateLightGbmBinary(lgbmOption), SweepableEstimatorFactory.CreateConcatenate(concatOption)); 65pipeline = pipeline.Append(SweepableEstimatorFactory.CreateConcatenate(concatOption), pipeline);
TunerTests.cs (1)
455var mapKeyToValue = SweepableEstimatorFactory.CreateMapKeyToValue(new MapKeyToValueOption