private static void LoadAllMatches()
{
var matches = JsonDb.GetMatches();
foreach (var gr in matches.GroupBy(m => m.HomeGoals == m.AwayGoals))
{
Console.WriteLine($"{gr.Key} {gr.Count()}");
}
}
private static void Predict()
{
var matches = JsonDb.GetMatches();
ILearningScenario <Match> scenario = new LearningScenario <Match>();
scenario.MaxIterations = 1000;
scenario.MaxError = 0.1;
scenario.InputParams = new List <IParamDefinition <Match> >();
scenario.InputParams.Add(MatchParams.GetLastFiveHomeMatches(matches));
scenario.InputParams.Add(MatchParams.GetLastFiveAwayMatches(matches));
scenario.OutputParams = new List <IParamDefinition <Match> >();
scenario.OutputParams.Add(MatchParams.GetResultValue(matches));
var network = Training.Train(scenario, matches);
Prediction.Compute(network, scenario, matches);
}