Notebooks¶

Application-focused catalog of runnable notebooks from the Quantum Rings toolkit for Qiskit. All notebooks live in the external repository Quantum-Rings/ExampleNotebooks on GitHub; this docs repo does not ship local .ipynb files today. A transition plan may later add vendor-hosted notebooks or bundled assets.

Prerequisites: SDK installed (Install (CPU-only) or Install (GPU-enabled)), credentials set (Quantum Rings credentials), and toolkit installed (Toolkit for Qiskit). For Core SDK–only examples, see Core SDK Examples.

Clone and run locally: git clone https://github.com/Quantum-Rings/ExampleNotebooks.git, then open notebooks in Jupyter in the same environment as the SDK/toolkit (see Install (CPU-only) for local Jupyter).

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Foundational¶

Primitives, statevector workflows, and core algorithm tutorials.

Notebook	Purpose	Open	Download
Sampler V2 sample programs	Advanced sampler usage patterns	GitHub	Raw
Estimator V2 usage	Pauli expectation values	GitHub	Raw
Statevector sampler example	Statevector sampling workflow	GitHub	Raw
Statevector estimator example	Statevector estimator workflow	GitHub	Raw
CHSH inequality example	Bell inequality workflow	GitHub	Raw
QAOA example	QAOA optimization workflow	GitHub	Raw
VQE example (Heisenberg chain)	Ground-state energy estimation	GitHub	Raw
Grover’s example	Grover search workflow	GitHub	Raw

Chemistry¶

Notebook	Purpose	Open	Download
Deuteron binding energy	Binding energy (Nature/chemistry)	GitHub	Raw

Finance¶

Notebook	Purpose	Open	Download
Quantum amplitude estimation	Amplitude estimation for finance	GitHub	Raw
Portfolio optimization	Portfolio optimization	GitHub	Raw
Pricing European call options	European call option pricing	GitHub	Raw
Pricing European put options	European put option pricing	GitHub	Raw
Pricing bull spreads	Bull spreads pricing	GitHub	Raw
Pricing basket options	Basket option pricing	GitHub	Raw
Asian barrier spreads	Asian barrier spreads pricing	GitHub	Raw
Pricing fixed-income assets	Fixed-income asset pricing	GitHub	Raw
Credit risk analysis	Credit risk analysis	GitHub	Raw
Option pricing with qGANs	Option pricing using quantum GANs. Tags: QML	GitHub	Raw

Optimization¶

Notebook	Purpose	Open	Download
Quadratic programs	Quadratic program basics	GitHub	Raw
Converters for quadratic programs	Converters for quadratic programs	GitHub	Raw
Minimum eigen optimizer	Minimum eigen optimizer	GitHub	Raw
Grover optimizer	Grover-based optimizer	GitHub	Raw
ADMM optimizer	ADMM optimizer	GitHub	Raw
Max-Cut and traveling salesman problem	Max-Cut and TSP examples	GitHub	Raw
CVaR optimization	Variational optimization using CVaR	GitHub	Raw
Application classes	Application classes for optimization	GitHub	Raw
Warm-start QAOA	Warm-starting quantum optimization (QAOA)	GitHub	Raw
Quantum random access optimizer	Quantum random access optimization (QRAO)	GitHub	Raw

Logistics¶

Notebook	Purpose	Open	Download
Vehicle routing	Vehicle routing problem. Tags: Optimization	GitHub	Raw

QML¶

One notebook overlaps with finance: Option pricing with qGANs (listed under Finance; see that row for Open/Download). No additional QML-only notebooks in the catalog at this time.

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