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New Tutorials Index Page #164

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2 changes: 1 addition & 1 deletion _includes/navbar.html
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Documentation<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/documentation.html">Users Guide</a></li>
<li><a href="/tutorials.html">Tutorials</a></li>
<li><a href="/qutip-tutorials">Tutorials</a></li>
</ul>
</li>
<li class="dropdown">
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303 changes: 4 additions & 299 deletions tutorials.html
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---
title: QuTiP Tutorials
---
{% include header.html %}
{% include navbar.html %}

<div class="row">
<div class="col-md-12">
<h1>Tutorials</h1><br>
</div>
</div>

<div class="row">
<div class="col-md-12">
<p>This page contains our collection of <a href="https://jupyter.org/">Jupyter</a> (formerly <a href="https://ipython.org/notebook.html">IPython</a>) notebooks
for introducing and demonstrating features of QuTiP.
Going through these notebooks should be a good way to get familiarized with the software.
If you are new to scientific computing with Python, you might also find it
useful to have a look at these IPython notebook
<a href="https://jrjohansson.github.io/">Lectures on scientific computing with Python</a>.
</p>
<p>The following are the contents of this page:</p>
<ul>
<li><a href="#example-notebooks">Example notebooks</a>
<ul>
<li><a href="#python-introduction">Python Introduction</a></li>
<li><a href="#basics">Basics</a></li>
<li><a href="#visualizations">Visualization</a></li>
<li><a href="#quantum-information-processing">Quantum information processing</a></li>
<ul>
<li><a href="#quantum-circuits">Quantum circuits and algoritms</a></li>
<li><a href="#nisq">Noisy quantum devices</a></li>
</ul>
<li><a href="#time-evolution">Time evolution</a></li>
<li><a href="#optimal-control">Optimal control</a></li>
<li><a href="#piqs">Permutational invariant Lindblad dynamics</a></li>
</ul>
</li>
<li><a href="#lectures">Quantum mechanics lectures with QuTiP</a></li>
<li><a href="#development-nbs">Development notebooks</a></li>
</ul>
</div>
</div>


<div class="row">
<div class="col-md-12">
<h3 id="example-notebooks">Example notebooks</h3>
</div>
</div>

<div class="row">
<div class="col-md-12">
<p>These notebooks demonstrate and introduce specific functionality in QuTiP.
</p>

</div>
</div>

<div class="row">
<div class="col-md-6">
<h4 id="python-introduction">Python Introduction</h4>
<ul>
<li><a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/python/Beginning_Python.ipynb">Quick introduction to Python</a></li>
<li><a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/python/NumPy_Array_Basics.ipynb">Overview of NumPy Arrays</a></li>
<li><a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/python/Matplotlib_Plotting.ipynb">Brief introduction to Matplotlib</a></li>
</ul>
<p>For a more in depth discussion see: <a href='https://github.com/jrjohansson/scientific-python-lectures'>Lectures on scientific computing with Python</a>.</p>

<h4 id="basics">Basics</h4>
<ul>
<li> <a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-0-Introduction-to-QuTiP.ipynb">Introduction to QuTiP</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/eseries.ipynb">Exponential series</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/ultrastrong-coupling-groundstate.ipynb">Groundstates: Jaynes-Cummings model in the ultrastrong coupling regime</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/superop-contract.ipynb">Superoperators, Pauli basis and channel contraction</a> </li>
</ul>

<h4 id="visualizations">Visualization</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/visualization-exposition.ipynb">Visualization demos</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/energy-levels.ipynb">Energy-level diagrams</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/bloch-sphere-animation.ipynb">Bloch-sphere animation</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/bloch_sphere_with_colorbar.ipynb">Bloch sphere with colorbar</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/JC-model-wigner-function.ipynb">Wigner functions</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/pseudo-probability-functions.ipynb">Pseudo-probability functions</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/quantum-process-tomography.ipynb">Process tomography</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qubism-and-schmidt-plots.ipynb">Qubism visualizations</a> </li>
</ul>

<h4 id="quantum-information-processing">Quantum information processing</h4>
<p>This section requires an additional package <a href='https://github.com/qutip/qutip-qip'>qutip-qip</a>.</p>
<h5 id="quantum-circuits">Quantum circuits</h5>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/quantum-gates.ipynb">Quantum gates and circuits</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-toffoli-cnot.ipynb">Toffoli gate to CNOT</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qasm.ipynb">Importing and exporting QASM circuits</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/teleportation.ipynb">Quantum teleportation</a> </li>
</ul>

<h5 id="nisq">Pulse-level circuit simulation</h5>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-processor-DJ-algorithm.ipynb">Simulating the Deutsch–Jozsa algorithm with noise</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-customize-device.ipynb">Customizing the pulse-level simulation</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-scheduler.ipynb">The pulse scheduler</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-relaxation-measurement-with-the-idling-gate.ipynb">Measuring the relaxation time</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-10-qubit-QFT-algorithm.ipynb">Simulating a 10-qubit QFT algorithm</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-randomized-benchmarking.ipynb">Simulating randomized benchmarking</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qip-optpulseprocessor.ipynb">Optimal pulse processor</a> </li>
</ul>

<h4 id="piqs">Permutational invariant Lindblad dynamics</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-overview.ipynb">Overview</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-superradiant-light-emission.ipynb">Superradiant light emission</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-steadystate-superradiance.ipynb">Steady state superradiance</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-open-dicke-model.ipynb">Open Dicke model</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-spin-squeezing-noise.ipynb">Spin squeezing with noise</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-boundary-time-crystals.ipynb">Boundary time crystals</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-multiple-spin-ensembles.ipynb">Multiple spin ensembles</a> </li>
<li> <a href="https://nbviewer.jupyter.org/github/qutip/qutip-notebooks/blob/master/examples/piqs-entropy_purity.ipynb">Von Neumann entropy and purity</a> </li>
</ul>

</div>

<div class="col-md-6">

<h4 id="time-evolution">Time evolution</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qobjevo.ipynb">The <code>QobjEvo</code> class for optimised time-dependence</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/qubit-dynamics.ipynb">Master equation solver: Qubit dynamics</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/rabi-oscillations.ipynb">Master equation solver: Vacuum Rabi oscillations</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/spin-chain.ipynb">Master equation solver: Spin chain</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/trilinear.ipynb">Monte-Carlo solver: Trilinear oscillators</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/photon_birth_death.ipynb">Monte-Carlo solver: Birth and death of photons in a cavity</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/brmesolve.ipynb">Bloch-Redfield master equation solver</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/brmesolve-time-dependent-Liouvillian.ipynb">Time-dependent Bloch-Redfield quantum dot</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/floquet-dynamics.ipynb">Floquet formalism</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/quasi-steadystate-driven-system.ipynb">Quasi-steadystate of time-dependent (periodic) systems</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/landau-zener.ipynb">Time-dependent master equation: Landau-Zener transitions</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/landau-zener-stuckelberg.ipynb">Time-dependent master equation: Landau-Zener-Stuckelberg inteferometry</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/smesolve-heterodyne.ipynb">Stochastic master equation: Heterodyne detection</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/smesolve-inefficient-detection.ipynb">Stochastic master equation: Inefficient detection</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/smesolve-jc-photocurrent.ipynb">Stochastic master equation: Jaynes-Cummings model with photocurrent detection</a> </li>
<li> <a href="https://nbviewer.org/github/jrjohansson/reproduced-papers/blob/master/Reproduce-SIAM-JCO-46-445-2007-Mirrahimi.ipynb">Stochastic master equation: Feedback control</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/optomechanical-steadystate.ipynb">Steady state solvers: Optomechanical system</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/homodyned-Jaynes-Cummings-emission.ipynb">Homodyned Jaynes-Cummings emission</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/measures-trajectories-cats-kerr.ipynb">Monte-Carlo vs stochastic trajectories: Cat states become coherent states</a> </li>
</ul>


<h4 id="optimal-control">Optimal control</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/optimal-control-overview.ipynb">Overview</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-pulseoptim-Hadamard.ipynb">Hadamard</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-pulseoptim-QFT.ipynb">QFT</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-pulseoptim-Lindbladian.ipynb">Lindbladian</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-pulseoptim-symplectic.ipynb">Symplectic</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/control-pulseoptim-CRAB-QFT.ipynb">QFT (CRAB)</a> </li>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/control-pulseoptim-CRAB-2qubitInerac.ipynb">State to state (CRAB)</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-grape-cnot.ipynb">CNOT</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-grape-iswap.ipynb">iSWAP</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-grape-single-qubit-rotation.ipynb">Single-qubit rotation</a> </li>
<li> <a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/control-grape-toffoli.ipynb">Toffoli gate</a> </li>
</ul>

<h4 id="tomography">Tomography</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/tomography-iMLE-photon-counting.ipynb">Density matrix estimation with iterative maximum likelihood estimation</a> </li>
</ul>

<h4 id="heom">Hierarchical Equations of Motion</h4>
<ul>
<li> <a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/heom/heom-index.ipynb">Examples for solving the dynamics of systems coupled to bosonic and fermoinic baths using the Hierarchical Equations of Motion</a> </li>
</ul>

</div>
</div>

<div class="row">
<div class="col-md-12">
<h3 id="lectures">Quantum mechanics lectures with QuTiP</h3>

<p>These lecture-style notebooks focus on particular quantum mechanics
topics and analyze them numerically using QuTiP (some more detailed than others).</p>

<ul>
<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-1-Jaynes-Cumming-model.ipynb">Jaynes-Cummings model</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-2A-Cavity-Qubit-Gates.ipynb">Cavity-qubit gates</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-2B-Single-Atom-Lasing.ipynb">Single-atom lasing</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-3A-Dicke-model.ipynb">Dicke model</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-3B-Jaynes-Cumming-model-with-ultrastrong-coupling.ipynb">Jaynes-Cummings with ultrastrong coupling</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-4-Correlation-Functions.ipynb">Correlation Functions</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/pulse-wise-second-order-coherence-g2.ipynb">Pulse-wise second-order coherence, g<sup>(2)</sup>[0]</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/pulse-wise-two-photon-interference.ipynb">Pulse-wise two-photon interference</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/temporal-photon-scattering.ipynb">Temporal photon scattering in quantum optical systems</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/photon-emission.ipynb">Particle emission from a photon cascade</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-5-Parametric-Amplifier.ipynb">Parametric Amplifier</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-6-Quantum-Monte-Carlo-Trajectories.ipynb">Quantum Monte-Carlo trajectories</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-7-iSWAP-gate.ipynb">iSWAP gate</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-8-Adiabatic-quantum-computing.ipynb">Adiabatic quantum computing</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-9-Squeezed-states-of-harmonic-oscillator.ipynb">Squeezed states of an harmonic oscillator</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-10-cQED-dispersive-regime.ipynb">cQED in the dispersive regime</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-11-Charge-Qubits.ipynb">Superconducting charge qubits</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-12-Decay-into-a-squeezed-vacuum-field.ipynb">Decay into a squeezed vacuum field</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-13-Resonance-flourescence.ipynb">Resonance fluorescence</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-14-Kerr-nonlinearities.ipynb">Kerr nonlinearities</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-15-Nonclassically-driven-atoms.ipynb">Nonclassically driven atoms</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/jrjohansson/qutip-lectures/master/Lecture-16-Gallery-of-Wigner-functions.ipynb">Gallery of Wigner functions</a>
</li>

<li>
<a href="https://nbviewer.org/urls/raw.github.com/qutip/qutip-notebooks/master/examples/stern-gerlach-tutorial.ipynb">Tutorial on the Stern-Gerlach experiment</a>
</li>

<li>
<a href="https://nbviewer.org/github/qutip/qutip-notebooks/blob/master/examples/single-photon-interference-example.ipynb">Tutorial on Single Photon Interference</a>
</li>

</ul>

</div>
</div>

<div class="row">
<div class="col-md-12">
<h3 id="development-nbs">Development notebooks</h3>
<p>A collection of more technical development notebooks, which often focus on
testing and benchmarking various features of QuTiP, is available
<a href="https://nbviewer.org/github/qutip/qutip-notebooks/tree/master/development/">here</a>.
</p>

</div>
</div>

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