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albertomercurio authored Nov 28, 2024
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## Performance comparison with other packages

Here we provide a brief performance comparison between `QuantumToolbox.jl` and other popular quantum physics simulation packages, such as [`QuTiP`](https://github.com/qutip/qutip) (Python), [`dynamiqs`](https://github.com/dynamiqs/dynamiqs) (Python - JAX) and [`QuantumOptics.jl`](https://github.com/qojulia/QuantumOptics.jl) (Julia). We clearly show that `QuantumToolbox.jl` is the fastest package among the four. A detailed code is available [here](https://albertomercurio.github.io/QuantumToolbox-Benchmarks/package_comparison.html).
Here we provide a brief performance comparison between `QuantumToolbox.jl` and other popular quantum physics simulation packages, such as [`QuTiP`](https://github.com/qutip/qutip) (Python), [`dynamiqs`](https://github.com/dynamiqs/dynamiqs) (Python - JAX) and [`QuantumOptics.jl`](https://github.com/qojulia/QuantumOptics.jl) (Julia). We clearly show that `QuantumToolbox.jl` is the fastest package among the four. A detailed code is available [here](https://albertomercurio.github.io/Lectures/QuantumToolbox.jl/package_comparison.html).

![](https://raw.githubusercontent.com/albertomercurio/QuantumToolbox-Benchmarks/refs/heads/gh-pages/package_comparison_files/figure-html/cell-12-output-1.svg)
![](https://albertomercurio.github.io/Lectures/QuantumToolbox.jl/package_comparison_files/figure-html/cell-12-output-1.svg)

## Contributing to QuantumToolbox.jl

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