public void Before()
{
var networkFactory = new NetworkFactory();
var patternFactory = new PatternFactory();
var resultFactory = new ResultWeightFactory();
snapNetworkTask = networkFactory.CreateFrom("network.json");
patternsTask = patternFactory.CreateFrom("patterns.json");
}
public async Task ShouldAssignInitialWeightsToArcs()
{
var networkFactory = new NetworkFactory();
Task<Network> networkResult = networkFactory.CreateFrom("network.json");
Network myNetwork = await networkResult;
Assert.IsTrue(myNetwork.Arcs.All(arc => arc.InitialWeight.Equals(0.9)));
}
public async Task ShouldReadExecutionOrder()
{
var networkFactory = new NetworkFactory();
Task<Network> networkResult = networkFactory.CreateFrom("network.json");
Network myNetwork = await networkResult;
var order = new List<Layer>();
order.Add(myNetwork.Layers["hidden"]);
order.Add(myNetwork.Layers["output"]);
Assert.IsTrue(myNetwork.Order.SequenceEqual(order));
}
public async Task ShouldCreateNetworkWithCorrectNumberOfComponents()
{
var networkFactory = new NetworkFactory();
Task<Network> networkResult = networkFactory.CreateFrom("network.json");
Network myNetwork = await networkResult;
Assert.AreEqual(myNetwork.Layers.Count, 3);
Assert.AreEqual(myNetwork.Layers.Sum(layer => layer.Value.Links.Count), 2);
Assert.AreEqual(myNetwork.Layers.Sum(layer => layer.Value.Neurons.Count), 12);
Assert.AreEqual(myNetwork.Layers.Sum(layer => layer.Value.Links.Sum(link => link.Arcs.Count)), 16);
}
