public static ParameterState Create(string name, double value)
{
var distributions = Distribution.GetDefaults();
var indexDistribution = distributions.FindIndex(d => d.DistributionType == DistributionType.Normal);
RequireTrue(indexDistribution.IsFound());
IDistribution distribution = NormalDistribution.CreateDefault(value);
distributions = distributions.SetItem(
indexDistribution,
distribution
);
indexDistribution = distributions.FindIndex(d => d.DistributionType == DistributionType.Uniform);
RequireTrue(indexDistribution.IsFound());
distribution = UniformDistribution.CreateDefault(value);
distributions = distributions.SetItem(
indexDistribution,
distribution
);
var parameterState = new ParameterState(
name,
DistributionType.Normal,
distributions,
true
);
return(parameterState);
}
