public IEnumerable <string> InferEasyRules(IEnumerable <string> jsonObjects, InferenceType inferenceType = InferenceType.Pessimistic)
{
var dymeRules = GetRulesFromWorlds(jsonObjects, inferenceType);
var easyRules = ConvertDymeRulesToEasyRules(dymeRules);
return(easyRules);
}
/// <summary>
/// Model constructor
/// </summary>
/// <param name="inferenceType">A value that specifies the type of inference (i.e. TemporalNextStep, Classification, etc.).</param>
protected Model(InferenceType inferenceType)
{
this._numPredictions = 0;
this.__inferenceType = inferenceType;
this.__learningEnabled = true;
this.__inferenceEnabled = true;
this.__inferenceArgs = new Map <string, object>();
}
public CategoricalDistribution AskBayesianModel(object owner, IContextLookup globalVars)
{
var randomVariables = BayesianNetwork.GetRandomVariables(owner, globalVars);
var network = BayesianNetwork.GetNetwork(randomVariables);
var inference = InferenceType.GetInference();
var model = new FiniteBayesModel(network, inference);
return(Ask.AskBayesianModel(owner, globalVars, randomVariables, model));
}
public Inference(Candidate start, Candidate end, InferenceType inferenceType)
{
(Start, End, InferenceType) = (start, end, inferenceType);
}
public static IEnumerable <string> ReturnInferredEasyRules(IEnumerable <string> jsonObjects, InferenceType inferenceType = InferenceType.Pessimistic)
{
var evaluator = new JsonEasyRuleEvaluator();
return(evaluator.InferEasyRules(jsonObjects, inferenceType));
}
private IEnumerable <IEvaluatable> GetRulesFromWorlds <WorldType>(IEnumerable <WorldType> dymeWorlds, InferenceType inferenceType)
{
switch (inferenceType)
{
case InferenceType.Pessimistic:
return(_inferenceEngineSvc.GetRulesForWorlds(dymeWorlds, InferenceMethod.Pessimistic));
}
throw new Exception("Invalid inference type");
}
public InferenceException(InferenceType inferenceType, string message, Exception inner)
: base(message, inner)
{
}
public InferenceException(InferenceType inferenceType, string message)
: base(message)
{
}
/// <summary>
/// Selects the algorithm for INFERENCE.
/// </summary>
/// <param name="iStrategy"></param>
public void SetInference(InferenceType iStrategy)
{
this.InferenceStrategy = iStrategy;
}
