def test_combine2(self):
x = np.array([0.75, 0, 0.25, 0])
encoder = encode.AngleEncoding()
model = EntangledQubit()
full_circuit = combine(x, encoder, model)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine1(self):
x = np.array([1, 0, 0, 0, 0, 0, 0, 1])
encoder = encode.BasisEncoding()
model = TreeTensorNetwork()
full_circuit = combine(x, encoder, model)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine3(self):
""" BinaryPhase, BinaryPerceptron """
x = np.array([-1, 1, 1, -1])
encoder = encode.BinaryPhaseEncoding()
model = BinaryPerceptron()
full_circuit = combine(x, encoder, model)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine6(self):
""" circuits with differnent number of qubits """
x = np.array([0.5, 0, 0, -0.5])
encoder = encode.DenseAngleEncoding()
model = BinaryPerceptron()
full_circuit = combine(x, encoder, model)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine5(self):
""" With BinaryEncoding and a different model """
x = np.array([-1, 1, 1, -1])
encoder = encode.BinaryPhaseEncoding()
model = TreeTensorNetwork()
full_circuit = combine(x, encoder, model)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine9(self):
""" With measurement argument --- ProbabilityThreshold """
x = np.array([1, 0, 0, 1])
encoder = encode.BasisEncoding()
model = TreeTensorNetwork()
measure = measurement.ProbabilityThreshold(3)
full_circuit = combine(x, encoder, model, measure)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))
def test_combine8(self):
""" With measurement argument --- Expecation """
x = np.array([1, 0, 0, 1])
encoder = encode.BasisEncoding()
model = TreeTensorNetwork()
Y_obs = Observable.Y()
measure = measurement.Expectation(0, observable=Y_obs)
full_circuit = combine(x, encoder, model, measure)
print(full_circuit)
self.assertTrue(isinstance(full_circuit, qiskit.QuantumCircuit))