SearchSpace

SearchSpace.cs (1)

408public sealed class SearchSpace<T> : SearchSpace

API\AutoMLExperimentExtension.cs (1)

36var searchSpace = new SearchSpace.SearchSpace();

API\SweepableExtension.cs (3)

16return pipeline.Append(new SweepableEstimator((context, parameter) => estimator, new SearchSpace.SearchSpace())); 31var sweepableEstimator = new SweepableEstimator((context, parameter) => estimator, new SearchSpace.SearchSpace()); 47var sweepableEstimator = new SweepableEstimator((context, parameter) => estimator, new SearchSpace.SearchSpace());

AutoMLExperiment\AutoMLExperiment.cs (1)

52_settings.SearchSpace = new SearchSpace.SearchSpace();

SweepableEstimator\SweepableEstimatorPipeline.cs (1)

52var searchSpace = new SearchSpace.SearchSpace();

SweepableEstimator\SweepablePipeline.cs (1)

30var searchSpace = new SearchSpace.SearchSpace();

Sweepable\SearchSpaceExample.cs (2)

20var myParameterSearchSpace2 = new SearchSpace.SearchSpace(); 32var nestedSearchSpace = new SearchSpace.SearchSpace();

TunerTests.cs (2)

169var searchSpace = new SearchSpace.SearchSpace(); 204var searchSpace = new SearchSpace.SearchSpace();

Reductions\Utilities.cs (1)

19var searchSpace = new SearchSpace.SearchSpace();

Converter\SearchSpaceConverter.cs (1)

20return new SearchSpace(optionKVPairs);

SearchSpace.cs (1)

184var nestOption = new SearchSpace();

ChoiceOptionTest.cs (1)

67var searchSpace = new SearchSpace();

ParameterTest.cs (1)

129var ss = new SearchSpace();

SearchSpaceTest.cs (3)

131var ss = new SearchSpace(); 244var searchSpace = new SearchSpace(); 258var searchSpace = new SearchSpace();

API\AutoMLExperimentExtension.cs (1)

36var searchSpace = new SearchSpace.SearchSpace();

AutoMLExperiment\AutoMLExperiment.cs (2)

113public AutoMLExperiment AddSearchSpace(string key, SearchSpace.SearchSpace searchSpace) 363public SearchSpace.SearchSpace SearchSpace { get; set; }

AutoMLExperiment\ITrialResultManager.cs (2)

36private readonly SearchSpace.SearchSpace _searchSpace; 39public CsvTrialResultManager(string filePath, SearchSpace.SearchSpace searchSpace, IChannel channel = null)

SweepableEstimator\ISweepable.cs (1)

14public SearchSpace.SearchSpace SearchSpace { get; }

SweepableEstimator\SweepableEstimator.cs (2)

21public SweepableEstimator(Func<MLContext, Parameter, IEstimator<ITransformer>> factory, SearchSpace.SearchSpace ss) 48public SearchSpace.SearchSpace SearchSpace { get; set; }

SweepableEstimator\SweepableEstimatorPipeline.cs (3)

48public SearchSpace.SearchSpace SearchSpace 52var searchSpace = new SearchSpace.SearchSpace(); 53var kvPairs = _estimators.Select((e, i) => new KeyValuePair<string, SearchSpace.SearchSpace>(i.ToString(), e.SearchSpace));

SweepableEstimator\SweepablePipeline.cs (2)

26public SearchSpace.SearchSpace SearchSpace 30var searchSpace = new SearchSpace.SearchSpace();

Tuner\CostFrugalTuner.cs (2)

15private readonly SearchSpace.SearchSpace _searchSpace; 31public CostFrugalTuner(SearchSpace.SearchSpace searchSpace, Parameter initValue = null, IEnumerable<TrialResult> trialResults = null, int? seed = null)

Tuner\EciCfoTuner.cs (2)

34var searchSpace = sweepablePipeline.BuildSweepableEstimatorPipeline(schema).SearchSpace; 35var aggregateSearchSpace = new SearchSpace.SearchSpace(settings.SearchSpace);

Tuner\Flow2.cs (2)

28private readonly SearchSpace.SearchSpace _searchSpace; 40public Flow2(SearchSpace.SearchSpace searchSpace, Parameter initValue = null, bool minimizeMode = true, double convergeSpeed = 1.5, RandomNumberGenerator rng = null)

Tuner\GridSearchTuner.cs (1)

20public GridSearchTuner(SearchSpace.SearchSpace searchSpace, int stepSize = 10)

Tuner\RandomSearchTuner.cs (2)

13private readonly SearchSpace.SearchSpace _searchSpace; 20public RandomSearchTuner(SearchSpace.SearchSpace searchSpace, int? seed = null)

Tuner\SmacTuner.cs (2)

26private readonly SearchSpace.SearchSpace _searchSpace; 59SearchSpace.SearchSpace searchSpace,

Sweepable\SearchSpaceExample.cs (2)

20var myParameterSearchSpace2 = new SearchSpace.SearchSpace(); 32var nestedSearchSpace = new SearchSpace.SearchSpace();

TunerTests.cs (2)

169var searchSpace = new SearchSpace.SearchSpace(); 204var searchSpace = new SearchSpace.SearchSpace();

AutoML\AutoMLExperimentExtension.cs (1)

67var lambdaSearchSpace = Utilities.GenerateBinaryClassificationLambdaSearchSpace(moment, gridLimit, negativeAllowed);

AutoML\TunerFactory.cs (2)

22private readonly SearchSpace.SearchSpace _searchSpace; 32var lambdaSearchSpace = Utilities.GenerateBinaryClassificationLambdaSearchSpace(_moment, gridLimit: _gridLimit);

Reductions\Utilities.cs (2)

17public static SearchSpace.SearchSpace GenerateBinaryClassificationLambdaSearchSpace(Moment moment, float gridLimit = 10, bool negativeAllowed = true) 19var searchSpace = new SearchSpace.SearchSpace();

GridSearchTest.cs (1)

31var searchSpace = Utilities.GenerateBinaryClassificationLambdaSearchSpace(moment, 5);

Converter\OptionConverter.cs (2)

20return JsonSerializer.Deserialize<SearchSpace>(ref reader, options); 48if (value is SearchSpace ss)

Converter\SearchSpaceConverter.cs (3)

14internal class SearchSpaceConverter : JsonConverter<SearchSpace> 16public override SearchSpace Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) 23public override void Write(Utf8JsonWriter writer, SearchSpace value, JsonSerializerOptions options)

Option\OptionBase.cs (1)

44/// <see cref="ChoiceOption.Choices"/>. And in <see cref="UniformNumericOption"/>, it's always [null]. And in <see cref="ML.SearchSpace.SearchSpace"/>, it's a combination of all <see cref="Step"/> in its options.

SearchSpace.cs (3)

33/// Create <see cref="SearchSpace"/> using a group of <see cref="OptionBase"/>. 180private SearchSpace GetSearchSpaceOptionFromType(Type typeInfo) 184var nestOption = new SearchSpace();

Tuner\DefaultValueTuner.cs (2)

12private readonly SearchSpace _searchSpace; 14public DefaultValueTuner(SearchSpace searchSpace)

Tuner\GridSearchTuner.cs (2)

12private readonly SearchSpace _searchSpace; 15public GridSearchTuner(SearchSpace searchSpace, int stepSize = 10)

Tuner\RandomTuner.cs (1)

31public Parameter Propose(SearchSpace searchSpace)

ChoiceOptionTest.cs (1)

67var searchSpace = new SearchSpace();

ParameterTest.cs (1)

129var ss = new SearchSpace();

SearchSpaceTest.cs (3)

131var ss = new SearchSpace(); 244var searchSpace = new SearchSpace(); 258var searchSpace = new SearchSpace();