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Quantum-inspired

Classical solvers modelled on quantum dynamics for Ising and QUBO problems. Kept separate from security: no cryptographic claims.

  • pqblocks-anneal-sa

    Simulated Annealing heuristic solver for Ising and QUBO optimization problems. Quantum-inspired classical optimization, not cryptography.

    pip install pqblocks-anneal-sa

  • pqblocks-anneal-schedule

    Quantum-inspired instance-adaptive simulated annealing with statistics-driven schedule generation for Ising and QUBO optimization problems. Quantum-inspired classical…

    pip install pqblocks-anneal-schedule

  • pqblocks-anneal-sqa

    Simulated Quantum Annealing (Path-Integral Monte Carlo via Suzuki-Trotter decomposition) heuristic solver for Ising and QUBO optimization. Quantum-inspired classical…

    pip install git+https://github.com/PQBlocks/simulated-quantum-annealing

  • pqblocks-bifurcation

    Simulated Bifurcation (ballistic and discrete) heuristic solver for Ising and QUBO problems. Quantum-inspired classical optimization, not cryptography.

    pip install git+https://github.com/PQBlocks/simulated-bifurcation

  • pqblocks-digital-anneal

    Digital Annealer-style parallel-trial heuristic solver for Ising and QUBO optimization problems. Quantum-inspired classical optimization, not cryptography.

    pip install git+https://github.com/PQBlocks/digital-annealing

  • pqblocks-population-anneal

    Population Annealing Monte Carlo heuristic solver for Ising models and QUBO combinatorial optimization. Quantum-inspired classical optimization, not cryptography.

    pip install git+https://github.com/PQBlocks/population-annealing

  • pqblocks-qiea

    Quantum-Inspired Evolutionary Algorithm (QIEA) with Q-bit representations and quantum rotation gates for Ising and QUBO optimization problems. Quantum-inspired…

    pip install git+https://github.com/PQBlocks/quantum-inspired-evolutionary

  • pqblocks-qubo

    Unified mathematical representation and converter library for Quadratic Unconstrained Binary Optimization (QUBO) and Ising formulations.

    pip install git+https://github.com/PQBlocks/qubo-core

  • pqblocks-qubo-bench

    Benchmarking harness and standard instance loaders for quantum-inspired optimization algorithms against classical baselines.

    pip install git+https://github.com/PQBlocks/qubo-benchmark-harness

Compare

Package What it does Install from Native dependency
pqblocks-anneal-sa Simulated Annealing heuristic solver for Ising and QUBO optimization problems. Quantum-inspired classical… PyPI none
pqblocks-anneal-schedule Quantum-inspired instance-adaptive simulated annealing with statistics-driven schedule generation for Ising… PyPI none
pqblocks-anneal-sqa Simulated Quantum Annealing (Path-Integral Monte Carlo via Suzuki-Trotter decomposition) heuristic solver… GitHub none
pqblocks-bifurcation Simulated Bifurcation (ballistic and discrete) heuristic solver for Ising and QUBO problems.… GitHub none
pqblocks-digital-anneal Digital Annealer-style parallel-trial heuristic solver for Ising and QUBO optimization problems.… GitHub none
pqblocks-population-anneal Population Annealing Monte Carlo heuristic solver for Ising models and QUBO combinatorial optimization.… GitHub none
pqblocks-qiea Quantum-Inspired Evolutionary Algorithm (QIEA) with Q-bit representations and quantum rotation gates for… GitHub none
pqblocks-qubo Unified mathematical representation and converter library for Quadratic Unconstrained Binary Optimization… GitHub none
pqblocks-qubo-bench Benchmarking harness and standard instance loaders for quantum-inspired optimization algorithms against… GitHub none