/// <summary>
/// Creates a new instance of <see cref="INeatExperiment{T}"/> using experiment configuration settings
/// from the provided json object model.
/// </summary>
/// <param name="configElem">Experiment config in json form.</param>
/// <returns>A new instance of <see cref="INeatExperiment{T}"/>.</returns>
public INeatExperiment <double> CreateExperiment(JsonElement configElem)
{
// Create an evaluation scheme object for the XOR task.
var evalScheme = new XorEvaluationScheme();
// Create a NeatExperiment object with the evaluation scheme,
// and assign some default settings (these can be overridden by config).
var experiment = new NeatExperiment <double>(evalScheme, this.Id)
{
IsAcyclic = true,
ActivationFnName = ActivationFunctionId.LeakyReLU.ToString()
};
// Read standard neat experiment json config and use it configure the experiment.
NeatExperimentJsonReader <double> .Read(experiment, configElem);
return(experiment);
}
/// <summary>
/// Create a new instance of <see cref="INeatExperiment{T}"/>.
/// </summary>
/// <param name="jsonConfig">Experiment config in json format.</param>
/// <returns>A new instance of <see cref="INeatExperiment{T}"/>.</returns>
public INeatExperiment <double> CreateExperiment(string jsonConfig)
{
// Parse the json config string.
JObject configJobj = JsonUtils.Parse(jsonConfig);
// Create an evaluation scheme object for the XOR task.
var evalScheme = new XorEvaluationScheme();
// Create a NeatExperiment object with the evaluation scheme.
var experiment = NeatExperiment <double> .CreateAcyclic(
"Binary 3-multiplexer",
evalScheme,
__DefaultActivationFunctionName.ToString());
// Read standard neat experiment json config and use it configure the experiment.
if (configJobj != null)
{
NeatExperimentJsonReader <double> .Read(experiment, configJobj);
}
return(experiment);
}