10 instantiations of CostFrugalTuner
Microsoft.ML.AutoML (2)
API\AutoMLExperimentExtension.cs (1)
251var cfo = new CostFrugalTuner(settings);
Tuner\EciCfoTuner.cs (1)
37return new CostFrugalTuner(aggregateSearchSpace, aggregateSearchSpace.SampleFromFeatureSpace(aggregateSearchSpace.Default), seed: settings.Seed) as ITuner;
Microsoft.ML.AutoML.Tests (8)
TunerTests.cs (8)
35var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 109var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues), seed: seed); 135var newCfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues), history.Take(99), seed); 154var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 240var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 295var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 344var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 392var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues));
11 references to CostFrugalTuner
Microsoft.ML.AutoML (3)
API\AutoMLExperimentExtension.cs (2)
242/// Set <see cref="CostFrugalTuner"/> as tuner for hyper-parameter optimization. 251var cfo = new CostFrugalTuner(settings);
Tuner\EciCfoTuner.cs (1)
14/// propose hyper parameter using ECI index and <see cref="CostFrugalTuner"/>.
Microsoft.ML.AutoML.Tests (8)
TunerTests.cs (8)
35var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 109var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues), seed: seed); 135var newCfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues), history.Take(99), seed); 154var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 240var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 295var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 344var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues)); 392var cfo = new CostFrugalTuner(searchSpace, Parameter.FromObject(initValues));