27 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));