Example #1
0
def testSystem():
    t = Tokenizer()

    xTrain, yTrain = t.getData()
    np.random.seed(10)
    model = RNN(15000)
    o, s = model.forwardPropagation(xTrain[30])
    predictions = model.predict(xTrain[30])
    print(o.shape)
    print(o)
    print(predictions.shape)
    print(predictions)

    print("Expected Loss: \n" + str(np.log(model.vocab)))
    print("Actual Loss:")
    print(model.calculateLoss(xTrain[:100], yTrain[:100]))