public void The_neural_network_improves_its_performance_by_learning()
{
var randomizer = new Randomizer();
var teacher = new Teacher(randomizer, new AwariEvaluator());
var brain = new Brain(new WeightingFactorsRepository(randomizer));
brain.BuildNeuronLayers();
teacher.Teach(brain, 1000);
}
public void The_brain_can_learn_because_likelyness_of_preferred_outcome_is_higher()
{
var brain = new Brain(new WeightingFactorsRepository(new Randomizer()), learningFactor: 0.01d);
brain.BuildNeuronLayers();
var scores = brain.Evaluate(_testPosition, 0);
var before = scores[48].Value;
WriteScores(scores);
brain.Learn(_testPosition, 0, 0);
scores = brain.Evaluate(_testPosition, 0);
var after = scores[48].Value;
WriteScores(scores);
after.Should().BeGreaterThan(before);
}
