public DataFacadeGrouped GenerateRandomDataSubset()
{
var dataSubset = Facade.Select(t => _random.NextDouble() < t).ToList();
var facade = new DataFacadeGrouped();
facade.SetMask(dataSubset);
return(facade);
}
public NetworkActor(DataFacadeGrouped facade, IReadOnlyCollection <int> hiddens, int outputs)
{
Facade = facade;
Generations = new List <int>();
OldNetworks = new List <Network>();
Network = new Network(facade.Count, hiddens, outputs);
//TODO: remove, and add in to Genes as a randomisable trait
Network.MaxEpochs = 500;
}
public static NetworkActor BestGuessNetworkActor()
{
const int outputs = 4;
const int hiddens = 1;
var controlFacade = new DataFacadeGrouped();
controlFacade.SetMask(new List <bool>
{
true, false, false, true, false,
true, false, false, true, false,
true, false, false, true, false,
true, false, false, true, false,
true, false, false, true, false,
true, false, false, true, false
});
return(new NetworkActor(controlFacade, new List <int> {
hiddens
}, outputs));
}
public NetworkActor()
{
Facade = new DataFacadeGrouped();
Generations = new List <int>();
OldNetworks = new List <Network>();
}
