qiskit-quimb

Simulate Qiskit circuits using quimb.

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.

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']