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); }