Examples

Copy-paste recipes for the things people actually run with qliff. Each example is a single runnable block -- imports at the top, one line of intent, one line on what to expect. They build only on the documented API, so they keep working as you mix and match.

• Circuits -- Bell and GHZ states, sampling bitstrings, mid-circuit measurement and reset, classical feedback, and reading $⟨P⟩$ without collapse.
• Noise -- Pauli channels sampled with Sampler, anisotropic and biased rates, coherent rotations estimated with flat and stratified importance sampling, and a custom Channel.
• Error Correction -- repetition- and surface-code memory experiments, detector sampling, exporting a detector error model, decoding with pymatching, and a deep-tail logical error rate by rare-event splitting.