public void TestMethod2()
{
var program = from i in Geometric(0.9)
where i <= 5
select i;
var sampler = new MarkovChainMonteCarloSampler <int>(program);
var tmp = Microsoft.Research.Uncertain.Inference.Extensions.RunInference(sampler.Take(100000).ToList()).Support().ToList();
int x = 10;
}
static void Main(string[] args)
{
var program = "(a.*)(a.*)(c)";
var example = "aaAaac";
var re = new Parser("(a.*)(A.*)(c)").Parse();
var codes = new Compiler().Compile(re).ToList();
var matches = new Interpreter().Run(codes, example);
var example1 = Tuple.Create(example, matches);
var examples = new[] { Tuple.Create(example, matches) };
//foreach (var item in RegexpSpeaker(program, true).Support().OrderByDescending(k => k.Probability).Take(5))
// Console.WriteLine(item);
//Console.WriteLine();
//foreach (var item in RegexpSpeaker(program, false).Support().OrderByDescending(k => k.Probability).Take(5))
// Console.WriteLine(item);
//Console.WriteLine();
//foreach (var item in CompilerListener(program).Support().OrderByDescending(k => k.Probability).Take(5))
// Console.WriteLine(item);
//Console.WriteLine();
//foreach (var item in CompilerListenerWithExample(program, examples).Support().OrderByDescending(k => k.Probability)) //;/.Take(5))
// Console.WriteLine(item);
//var tmp = new Multinomial<Tuple<string, IEnumerable<Tuple<int, int, int>>>>(examples);
var p = from stmt in PossibleInterpretations2("(.*)(.*)(c)")
let re1 = new Parser(stmt).Parse()
let codes1 = new Compiler().Compile(re1)
let matches1 = new Interpreter().Run(codes1.ToList(), example1.Item1)
where Cmp(matches1, example1.Item2)
select stmt;
var sampler = new MarkovChainMonteCarloSampler <string>(p);
var output = sampler.Take(1).ToList();
//var output = PossibleInterpretations2(program).SampledInference(100000).Support().OrderByDescending(k => k.Probability).Take(5).ToList();
//Console.WriteLine();
//var output = PossibleInterpretations2(program).SampledInference(100000).Support().OrderByDescending(k => k.Probability).Take(5);
//foreach (var item in output)
// Console.WriteLine(item);
int x = 10;
}
public void TestMethod4()
{
var program = from a in new Flip(0.9)
from b in new Flip(0.9)
from c in new Flip(0.9)
let d = Convert.ToInt32(a) + Convert.ToInt32(b) + Convert.ToInt32(c)
select new Weighted <int>(d, a ? 0.0 : 1);
var sampler = new MarkovChainMonteCarloSampler <int>(program);
var tmp = Microsoft.Research.Uncertain.Inference.Extensions.RunInference(sampler.Take(100000).ToList()).Support().ToList();
var correct = program.Inference().Support().ToList();
int x = 10;
}
