51 references to SweepableEstimatorFactory
Microsoft.ML.AutoML (27)
API\AutoCatalog.cs (27)
364
res.Add(
SweepableEstimatorFactory
.CreateFastTreeBinary(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption)));
373
res.Add(
SweepableEstimatorFactory
.CreateFastForestBinary(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption)));
382
res.Add(
SweepableEstimatorFactory
.CreateLightGbmBinary(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption)));
391
res.Add(
SweepableEstimatorFactory
.CreateLbfgsLogisticRegressionBinary(lbfgsLogisticRegressionOption, lbfgsLogisticRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsLogisticRegressionOption)));
400
res.Add(
SweepableEstimatorFactory
.CreateSdcaLogisticRegressionBinary(sdcaLogisticRegressionOption, sdcaLogisticRegressionSearchSpace ?? new SearchSpace<SdcaOption>(sdcaLogisticRegressionOption)));
468
res.Add(
SweepableEstimatorFactory
.CreateFastTreeOva(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption)));
477
res.Add(
SweepableEstimatorFactory
.CreateFastForestOva(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption)));
486
res.Add(
SweepableEstimatorFactory
.CreateLightGbmMulti(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption)));
495
res.Add(
SweepableEstimatorFactory
.CreateLbfgsLogisticRegressionOva(lbfgsLogisticRegressionOption, lbfgsLogisticRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsLogisticRegressionOption)));
505
res.Add(
SweepableEstimatorFactory
.CreateLbfgsMaximumEntropyMulti(lbfgsMaximumEntrophyOption, lbfgsMaximumEntrophySearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsMaximumEntrophyOption)));
514
res.Add(
SweepableEstimatorFactory
.CreateSdcaMaximumEntropyMulti(sdcaMaximumEntrophyOption, sdcaMaximumEntorphySearchSpace ?? new SearchSpace<SdcaOption>(sdcaMaximumEntrophyOption)));
523
res.Add(
SweepableEstimatorFactory
.CreateSdcaLogisticRegressionOva(sdcaLogisticRegressionOption, sdcaLogisticRegressionSearchSpace ?? new SearchSpace<SdcaOption>(sdcaLogisticRegressionOption)));
579
res.Add(
SweepableEstimatorFactory
.CreateFastTreeRegression(fastTreeOption, fastTreeSearchSpace ?? new SearchSpace<FastTreeOption>(fastTreeOption)));
588
res.Add(
SweepableEstimatorFactory
.CreateFastForestRegression(fastForestOption, fastForestSearchSpace ?? new SearchSpace<FastForestOption>(fastForestOption)));
597
res.Add(
SweepableEstimatorFactory
.CreateLightGbmRegression(lgbmOption, lgbmSearchSpace ?? new SearchSpace<LgbmOption>(lgbmOption)));
606
res.Add(
SweepableEstimatorFactory
.CreateLbfgsPoissonRegressionRegression(lbfgsPoissonRegressionOption, lbfgsPoissonRegressionSearchSpace ?? new SearchSpace<LbfgsOption>(lbfgsPoissonRegressionOption)));
615
res.Add(
SweepableEstimatorFactory
.CreateSdcaRegression(sdcaOption, sdcaSearchSpace ?? new SearchSpace<SdcaOption>(sdcaOption)));
634
return new SweepablePipeline().Append(new[] {
SweepableEstimatorFactory
.CreateFeaturizeText(option) });
653
return new SweepablePipeline().Append(new[] {
SweepableEstimatorFactory
.CreateReplaceMissingValues(replaceMissingValueOption) });
676
return new[] {
SweepableEstimatorFactory
.CreateConvertType(convertTypeOption) };
694
return new SweepablePipeline().Append(new SweepableEstimator[] {
SweepableEstimatorFactory
.CreateOneHotEncoding(option),
SweepableEstimatorFactory
.CreateOneHotHashEncoding(option) });
729
return pipeline.Append(
SweepableEstimatorFactory
.CreateLoadImages(loadImageOption))
730
.Append(
SweepableEstimatorFactory
.CreateResizeImages(resizeImageOption))
731
.Append(
SweepableEstimatorFactory
.CreateExtractPixels(extractPixelOption))
732
.Append(
SweepableEstimatorFactory
.CreateDnnFeaturizerImage(dnnFeaturizerOption));
868
pipeline = pipeline.Append(
SweepableEstimatorFactory
.CreateConcatenate(option));
Microsoft.ML.AutoML.Tests (24)
SweepableEstimatorPipelineTest.cs (10)
127
var concat =
SweepableEstimatorFactory
.CreateConcatenate(new ConcatOption());
128
var replaceMissingValue =
SweepableEstimatorFactory
.CreateReplaceMissingValues(new ReplaceMissingValueOption());
129
var oneHot =
SweepableEstimatorFactory
.CreateOneHotEncoding(new OneHotOption());
130
var lightGbm =
SweepableEstimatorFactory
.CreateLightGbmBinary(new LgbmOption());
131
var fastTree =
SweepableEstimatorFactory
.CreateFastTreeBinary(new FastTreeOption());
139
var concat =
SweepableEstimatorFactory
.CreateConcatenate(new ConcatOption());
140
var replaceMissingValue =
SweepableEstimatorFactory
.CreateReplaceMissingValues(new ReplaceMissingValueOption());
141
var oneHot =
SweepableEstimatorFactory
.CreateOneHotEncoding(new OneHotOption());
142
var lightGbm =
SweepableEstimatorFactory
.CreateLightGbmBinary(new LgbmOption());
143
var fastTree =
SweepableEstimatorFactory
.CreateFastTreeBinary(new FastTreeOption());
SweepableExtensionTest.cs (9)
51
var pipeline = estimator.Append(
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption()));
59
var estimator =
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption());
69
var estimator =
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption());
120
var pipeline =
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption())
134
.Append(
SweepableEstimatorFactory
.CreateFeaturizeText(new FeaturizeTextOption()))
148
.Append(
SweepableEstimatorFactory
.CreateFeaturizeText(new FeaturizeTextOption()))
161
SweepablePipeline pipeline =
SweepableEstimatorFactory
.CreateFeaturizeText(new FeaturizeTextOption())
188
var pipeline = estimator.Append(
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption()),
SweepableEstimatorFactory
.CreateFastForestBinary(new FastForestOption()));
SweepablePipelineTests.cs (4)
59
pipeline = pipeline.Append(
SweepableEstimatorFactory
.CreateConcatenate(concatOption));
62
pipeline = pipeline.Append(
SweepableEstimatorFactory
.CreateLightGbmBinary(lgbmOption),
SweepableEstimatorFactory
.CreateConcatenate(concatOption));
65
pipeline = pipeline.Append(
SweepableEstimatorFactory
.CreateConcatenate(concatOption), pipeline);
TunerTests.cs (1)
455
var mapKeyToValue =
SweepableEstimatorFactory
.CreateMapKeyToValue(new MapKeyToValueOption