Simulate Qiskit circuits using quimb
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qiskit-quimb
Simulate Qiskit circuits using quimb.
Documentation
Documentation is located at the project website.
Installation
pip install qiskit-quimb
Usage
The qiskit_quimb module exposes three functions:
quimb_circuit: Converts a Qiskit circuit to a quimb circuit.quimb_gates: Converts a Qiskit circuit to a list of quimb gates, which is a bit more flexible.quimb_gate: Converts a Qiskit gate to a quimb gate.
For details, refer to the API documentation.
Code example
import quimb.tensor
from qiskit.circuit import QuantumCircuit, QuantumRegister
from qiskit_quimb import quimb_circuit
# Build a Qiskit circuit
qubits = QuantumRegister(2)
circuit = QuantumCircuit(qubits)
a, b = qubits
circuit.h(a)
circuit.cx(a, b)
# Convert it to a quimb circuit
quimb_circ = quimb_circuit(circuit)
# Sample 10 bitstrings
samples = list(quimb_circ.sample(10, seed=1234))
print(samples)
# You can specify the quimb Circuit subclass and keyword arguments for the constructor
quimb_circ = quimb_circuit(
circuit, quimb_circuit_class=quimb.tensor.CircuitMPS, max_bond=20
)
samples = list(quimb_circ.sample(10, seed=1234))
print(samples)
['00', '00', '11', '00', '11', '00', '11', '00', '11', '11']
['11', '11', '00', '00', '11', '00', '11', '11', '11', '00']
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