算法艺术创作
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qutip【设计与创意】Router for QuTiP quantum-object construction, solver, open-system, and visualization workflows.
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QuTiP is the quantum toolbox for constructing quantum objects, evolving open and closed systems, and visualizing quantum states and processes in Python.
Use this skill when the task mentions QuTiP, Qobj, mesolve, steadystate, Bloch spheres, Wigner functions, PIQS, HEOM, qsave, or any other QuTiP API.
Install the package you want to use first:
python -m pip install qutip
For the most common interactive workflows, install the plotting and runtime-compilation extras too:
python -m pip install "qutip[graphics,runtime_compilation,extras]"
Minimal sanity check:
python -c "import qutip; print(qutip.__version__)"
If you want a fuller private smoke check, run scripts/import_and_about.py after installation.
sub-skills/core-objects/Use this for Qobj, states, operators, tensor products, superoperators, random states, measurements, entropy, metrics, partial transpose, and basic quantum-object manipulation.
sub-skills/dynamics-and-solvers/Use this for sesolve, mesolve, mcsolve, steady-state solves, QobjEvo, time-dependent coefficients, propagators, correlation functions, spectra, Floquet workflows, and solver configuration.
sub-skills/specialized-open-systems/Use this for PIQS, HEOM, environment models, Bloch-Redfield, transfer-tensor, and other advanced open-system model families.
sub-skills/analysis-and-io/Use this for Bloch spheres, Hinton plots, Wigner and quasi-probability plots, tomography, animation, file I/O, about(), cite(), and notebook helper workflows.
Qobj inputs with core-objects, then route the evolution to dynamics-and-solvers.analysis-and-io after the dynamics step.specialized-open-systems, then return to dynamics-and-solvers only for generic solver mechanics.Qobj, diagnose the object in core-objects before changing Matplotlib code.qutip-qip package specifically; treat that as a separate package dependency.Read these when you need package-wide context rather than one workflow:
references/installation.md for install variants, optional extras, and import checks.references/api-index.md for a compact map of the main public entry points.references/workflows.md for short end-to-end examples that show how the subskills fit together.references/troubleshooting.md for import, build, plotting, coefficient-compilation, and backend issues.references/repo-provenance.md for source revision details.qutip.about() when you need a quick environment and dependency summary.qutip.settings when solver, cache, CPU-count, or plotting behavior looks surprising.scripts/import_and_about.py — prints a quick import-and-version report with qutip.about().