public void Nest_search_space_mapping_to_feature_space_test()
{
var ss = new SearchSpace <NestSearchSpace>();
var param = ss.SampleFromFeatureSpace(new[] { 0.0, 0, 0, 0, 0, 0, 0, 0 });
var features = ss.MappingToFeatureSpace(param);
features.Should().Equal(0, 0, 0, 0, 0, 0, 0, 0);
param = ss.SampleFromFeatureSpace(new[] { 0.5, 0.5, 0, 0.5, 0.5, 0.5, 0.5, 0.5 });
features = ss.MappingToFeatureSpace(param);
features.Should().Equal(0.5, 0.5, 0, 0.5, 0.5, 0.5, 0.5, 0.5);
}
public void Search_space_default_search_space_test()
{
var defaultSearchSpace = new DefaultSearchSpace()
{
String = "String",
Int = 10,
Bool = true,
JTokenType = JsonTokenType.Null,
};
var ss = new SearchSpace <DefaultSearchSpace>(defaultSearchSpace);
var param = ss.SampleFromFeatureSpace(new double[0]);
param.Int.Should().Be(10);
param.Float.Should().Be(0f);
param.Double.Should().Be(0);
param.Bool.Should().BeTrue();
param.String.Should().Be("String");
param.Strings.Should().BeEquivalentTo("A", "B", "C");
param.JTokenType.Should().Be(JsonTokenType.Null);
param.NullString.Should().BeNull();
ss.FeatureSpaceDim.Should().Be(0);
ss.MappingToFeatureSpace(param).Should().HaveCount(0);
}