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1. persistence-signal-detector persistence-signal-detector Public

   A multi-criterion diagnostic framework for detecting latent continuation-interest signatures in autonomous agents using density-matrix entanglement entropy.

   Python 3

2. ibm-qml-kernel ibm-qml-kernel Public

   Quantum kernel estimation with backend-matched IBM noise modeling, plus reproducible "Wigner's friend" branch-transfer coherence-witness experiments executed on superconducting quantum hardware.

   Python 7

3. qml-verification-lab qml-verification-lab Public

   Verification harness for quantum ML. A reproducible lab for stress-testing quantum models where predictive accuracy, identifiability, curvature, and robustness under noise can diverge.

   Python 2

4. autodidactic-qml autodidactic-qml Public

   Recursive law learning under measurement constraints. A falsifiable SQNT-inspired testbed for autodidactic rules: internalizing structure under measurement invariants and limited observability.

   Python 2

5. sat-qkd-security-curves sat-qkd-security-curves Public

   Quantum keys can fail quietly. Loss and noise can leave you with bits, but no secrecy. We model the cliff to expose silent breakage before it becomes a system risk.

   Python 2

6. qkernel-telemetry-anomaly qkernel-telemetry-anomaly Public

   Applied quantum kernels for anomaly detection. Low-data anomaly detection on manifold-structured telemetry, benchmarking entanglement kernels vs classical baselines with geometric diagnostics.

   Python 3