public void LayeredConnectionsSeparatesUnitsIntoLayersCorrectly()
{
var inputs = _network.GetInputs();
_network.AddBias();
var layeredUnitCollection = new LayeredConnectionCollection <IUnit, IConnection, IUnitActivation <IUnit> >(inputs);
var layeredConnections = layeredUnitCollection.GetLayeredConnection().ToList();
layeredConnections.Should().HaveCount(2);
var inputToHiddenConnections = layeredConnections.ElementAt(0);
var hiddenToOutputConnections = layeredConnections.ElementAt(1);
inputToHiddenConnections.Should().Contain(new List <object>
{
_network.ConnectionInput1Hidden1,
_network.ConnectionInput1Hidden2,
_network.ConnectionInput2Hidden1,
_network.ConnectionInput2Hidden2,
_network.InputUnorthodoxToHidden1,
_network.HiddenBiasToHidden1,
_network.HiddenBiasToHidden2,
}).And.HaveCount(7);
hiddenToOutputConnections.Should().Contain(new List <object>
{
_network.ConnectionHidden1Output1,
_network.ConnectionHidden1Output2,
_network.ConnectionHidden2Output1,
_network.ConnectionHidden2Output2,
_network.InputUnorthodoxToOutput1,
_network.OutputBiasToOutput1,
_network.OutputBiasToOutput2,
}).And.HaveCount(7);
}