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Complete implementations of Shor's factoring, Grover's search, VQE for ground state energy, and QAOA for combinatorial optimization with Qiskit and Cirq. Read Guide → Deep comparison of IBM Qiskit and Google Cirq: circuit construction, simulators, hardware access, transpilation, and migration strategies. Read Guide → Surface codes, stabilizer formalism, logical qubit encoding, syndrome extraction, and fault-tolerant logical gate implementations with practical Qiskit code. Read Guide → Quantum neural networks, variational quantum classifiers, quantum kernels, and hybrid quantum-classical training with PennyLane and Qiskit ML. Read Guide → MaxCut, TSP, portfolio optimization, and constraint satisfaction problems: QAOA circuit design, parameter optimization, and NISQ limitations. Read Guide → Categories Algorithms (1) Frameworks (1) Error Correction (1) QML (1) Optimization (1)

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