Merlin

merlin is a simulator for non-Clifford quantum error correction circuits. It supports circuits in the CNOT+T gateset and runs in polynomial time.

Quick Start

Install merlin by running

pip install merlin-sim

The Simulator class can be used to interactively apply gates and measurements:

from merlin import Simulator

sim = Simulator(seed=1234)
sim.reset_x(0, 1)
sim.t(0)
sim.t_dag(1)
sim.cnot(0, 1)

result = sim.measure(0)
p_true = sim.peek_z_probability(1)
parity = sim.measure_observable("-XX", flip_probability=0.001)

The CircuitSampler class can be used to sample from circuits in an extended stim-like format:

from merlin import CircuitSampler

sampler = CircuitSampler("""
    RX 0
    T 0
    EXP_VAL X0 Z0
    MX 0
    R 0
    X_ERROR(0.01) 0
    M 0
    DETECTOR rec[-1]
    OBSERVABLE_INCLUDE(0) rec[-1]
""", seed=1234, postselect=[0])

result = sampler.sample(1000)
print(result.measurements)
print(result.exp_vals)
print(result.detectors)
print(result.observables)

Rust Interface

The simulation core is also a standalone Rust library:

use merlin::{
    Circuit, CircuitSampler, Simulator, StateVectorEndian,
};

let mut sim = Simulator::with_seed(1234);
sim.reset_x(0);
sim.t(0);
assert_eq!(sim.state_vector(StateVectorEndian::Little).len(), 2);

let circuit = Circuit::parse("RX 0\nT 0\nMX 0");
let mut sampler = CircuitSampler::from_circuit_with_seed(&circuit, 1234)?;
let samples = sampler.sample(100)?;
assert_eq!(samples.measurements.len(), 100 * circuit.num_measurements());

let detector_circuit = Circuit::parse("M 0\nDETECTOR rec[-1]");
let mut detector_sampler = CircuitSampler::from_circuit_with_seed(&detector_circuit, 1234)?;
let detector_samples = detector_sampler.sample(100)?;
assert_eq!(detector_samples.accepted_shots, 100);
# Ok::<(), merlin::MeasurementError>(())

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Requires

Python >=3.10

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Metadata

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  • Released:
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Release files for merlin-sim 0.1.0

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Source distribution for merlin-sim 0.1.0
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Table of built distributions (wheels) for merlin-sim 0.1.0
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merlin_sim-0.1.0-cp314-cp314t-win_arm64.whl 316.6 kB CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
merlin_sim-0.1.0-cp314-cp314t-win_amd64.whl 330.1 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
merlin_sim-0.1.0-cp314-cp314t-win32.whl 309.6 kB CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
merlin_sim-0.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl 4.3 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
merlin_sim-0.1.0-cp314-cp314t-musllinux_1_2_i686.whl 4.4 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 Details
merlin_sim-0.1.0-cp314-cp314t-musllinux_1_2_armv7l.whl 4.2 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l Details
merlin_sim-0.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl 4.3 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 4.6 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 4.4 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 4.4 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 4.0 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 4.1 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
merlin_sim-0.1.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl 4.2 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-32 Details
merlin_sim-0.1.0-cp314-cp314t-macosx_11_0_arm64.whl 450.0 kB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
merlin_sim-0.1.0-cp314-cp314t-macosx_10_12_x86_64.whl 459.1 kB CPython 3.14 CPython 3.14 free-threading macOS 10.12+ x86-64 Details
merlin_sim-0.1.0-cp310-abi3-win_arm64.whl 324.0 kB CPython 3.10 abi3 Windows ARM64 Details
merlin_sim-0.1.0-cp310-abi3-win_amd64.whl 336.8 kB CPython 3.10 abi3 Windows x86-64 Details
merlin_sim-0.1.0-cp310-abi3-win32.whl 315.1 kB CPython 3.10 abi3 Windows x86-32 Details
merlin_sim-0.1.0-cp310-abi3-musllinux_1_2_x86_64.whl 4.2 MB CPython 3.10 abi3 Linux musl 1.2+ x86-64 Details
merlin_sim-0.1.0-cp310-abi3-musllinux_1_2_i686.whl 4.3 MB CPython 3.10 abi3 Linux musl 1.2+ x86-32 Details
merlin_sim-0.1.0-cp310-abi3-musllinux_1_2_armv7l.whl 4.2 MB CPython 3.10 abi3 Linux musl 1.2+ ARMv7l Details
merlin_sim-0.1.0-cp310-abi3-musllinux_1_2_aarch64.whl 4.2 MB CPython 3.10 abi3 Linux musl 1.2+ ARM64 Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 4.5 MB CPython 3.10 abi3 Linux glibc 2.17+ x86-64 Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 4.4 MB CPython 3.10 abi3 Linux glibc 2.17+ IBM System/390x Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 4.3 MB CPython 3.10 abi3 Linux glibc 2.17+ PowerPC 64-le Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 3.9 MB CPython 3.10 abi3 Linux glibc 2.17+ ARMv7l Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 4.1 MB CPython 3.10 abi3 Linux glibc 2.17+ ARM64 Details
merlin_sim-0.1.0-cp310-abi3-manylinux_2_5_i686.manylinux1_i686.whl 4.2 MB CPython 3.10 abi3 Linux glibc 2.5+ x86-32 Details
merlin_sim-0.1.0-cp310-abi3-macosx_11_0_arm64.whl 463.3 kB CPython 3.10 abi3 macOS 11.0+ ARM64 Details
merlin_sim-0.1.0-cp310-abi3-macosx_10_12_x86_64.whl 463.1 kB CPython 3.10 abi3 macOS 10.12+ x86-64 Details

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