Python Model.resetSequence Examples

Example #1

File: model_test.py Project: chetan51/nupic.fluent

  def test_training(self):
    term0 = Term().createFromString("the")
    term1 = Term().createFromString("fox")
    term2 = Term().createFromString("eats")
    term3 = Term().createFromString("rodent")

    model = Model()

    prediction = model.feedTerm(term0)
    self.assertFalse(len(prediction.bitmap))

    for _ in range(5):
      model.feedTerm(term1)
      model.feedTerm(term2)
      model.feedTerm(term3)
      model.resetSequence()

    model.feedTerm(term1)
    prediction = model.feedTerm(term2)

    self.assertEqual(prediction.closestString(), "rodent")

Example #2

  def test_training(self):
    term0 = Term().createFromString("the")
    term1 = Term().createFromString("fox")
    term2 = Term().createFromString("eats")
    term3 = Term().createFromString("rodent")

    model = Model()

    prediction = model.feedTerm(term0)
    self.assertFalse(len(prediction.bitmap))

    for _ in range(5):
      model.feedTerm(term1)
      model.feedTerm(term2)
      model.feedTerm(term3)
      model.resetSequence()

    model.feedTerm(term1)
    prediction = model.feedTerm(term2)

    self.assertEqual(prediction.closestString(), "rodent")