Raunakg2005 / quantum-debugger

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Instalar pypi:quantum-debugger@0.7.1 arrastra 16 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

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          "body": "ProcessPoolExecutor workers crash with BrokenProcessPool on Windows spawn (the\nheavy quantum_debugger import chain -- torch/cupy/CUDA -- is unreliable under\nspawn). run_parallel(use_processes=True) now catches BrokenProcessPool/OSError/\nEOFError and falls back to the thread pool, which yields identi\n[…]\nFixes the 4 pre-existing test_parallel.py process-pool failures on Windows without\nchanging behavior where processes spawn normally (Linux/CI).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "body": "- phase_sensitivity: QFI N^2 (GHZ/Heisenberg) vs N (product/SQL), advantage = N\n- quantum_fisher_information for phase encoding exp(-i phi sum Z_i/2)\n- parity_signal: GHZ interferometer parity = cos(N phi)\n- verified exactly for N up to 5; 15 new tests\n- docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "0.7.0.dev: quantum metrology (GHZ Heisenberg-limited phase sensing)",
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          "body": "- simon / simon_oracle: H-oracle-H circuit collects y.s=0 constraints, GF(2)\n  null-space solve recovers the hidden mask (exponential speedup)\n- rank-gated equation collection ensures a unique solution\n- recovers every planted secret for n up to 4; 6 new tests\n- docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "0.7.0.dev: Simon's algorithm (hidden XOR-mask finding)",
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          "body": "…index\n\n- add \"What's New in v0.7.0 (in development)\" sections summarizing the new\n  algorithms library, stabilizer simulator, and advanced QML/QRL\n- bump docs index version banner to 0.7.0 (development)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "0.7.0.dev: document the expanded algorithms library in README + docs …",
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          "body": "- ghz_state: H + CNOT chain\n- w_state: single excitation spread evenly via a Givens-rotation cascade\n- graph_state: cluster/graph state (H on all + CZ per edge), MBQC resource\n- verified by amplitudes/stabilizers (W fidelity 1.0 up to 6 qubits); 12 tests\n- docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: entangled state preparation (GHZ, W, graph states)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T17:11:40Z",
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          "is_coding_agent": true
        },
        {
          "oid": "cfedf3ad9a96d2ac05ffbdc33447e58c63ca144c",
          "body": "- solve_maxcut: returns the actual partition, cut value, brute-force optimum,\n  and approximation ratio (with random restarts), not just an expected cost\n- brute_force_maxcut: exact optimum for small graphs\n- reaches optimal cut on square/triangle/K4/path; 7 new tests\n- docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: QAOA MaxCut application solver",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T17:05:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1e68889dc548e260f4259e87351f124def8ea58a",
          "body": "- qft_add: add a classical constant in the Fourier basis (no carry ancillas)\n- quantum_adder: add two quantum registers |a>|b> -> |a+b>|b>\n- exact (a+b) mod 2^n for every input pair; 8 new tests\n- docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: quantum arithmetic (Draper QFT adder)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T17:02:51Z",
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          "is_coding_agent": true
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        {
          "oid": "da999bdfb7ec7a22f274fa4f643100a7b8dc4ba2",
          "body": "- single_qubit_clifford_group: full 24-element group via BFS closure\n- randomized_benchmarking: random Clifford sequences + exact recovery gate,\n  per-gate depolarizing channel, A p^m + B decay fit\n- recovers p ~ 1-lambda and average error ~ lambda/2; zero noise -> survival 1.0\n- 6 new tests; docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: randomized benchmarking (single-qubit Clifford RB)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:44:40Z",
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          "is_coding_agent": true
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        {
          "oid": "dd9a342c6024367997adbe959a3dc9d74221dd0c",
          "body": "- StabilizerSimulator: tableau engine, O(n)/gate, O(n^2)/measurement\n- H/S/X/Y/Z/CNOT/CZ + computational-basis measurement (random + deterministic)\n- stabilizers() exposes live generators; runs 200-qubit GHZ instantly\n- verified vs state-vector: every stabilizer is a +1 eigenstate (2e-16)\n- 35 new tests; stabilizer_guide doc + toctree + CHANGELOG\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: Clifford/stabilizer simulator (Aaronson-Gottesman CHP)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:40:14Z",
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          "is_coding_agent": true
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        {
          "oid": "f451f7c8f818931f7609bb42aaa01176945a292e",
          "body": "- zyz_decompose: any 1-qubit U = e^{ia} RZ RY RZ (exact)\n- abc_decomposition: Nielsen-Chuang ABC form for controlled-U\n- kak_decompose: two-qubit Cartan decomposition via magic basis + deterministic\n  nested joint diagonalization; local gates + exp(i(aXX+bYY+cZZ)) core\n- canonical_coordinates: Weyl-chamber interaction content\n- self-verifying by reconstruction; 1000/1000 random SU(4) to ~1e-13\n- 76 new tests; docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: gate decomposition (ZYZ, ABC, two-qubit KAK)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:35:21Z",
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        {
          "oid": "61d9dee7bbb7ec2a2c793fd27649b7149bf58f27",
          "body": "- trotter_evolve/trotter_circuit: exp(-iHt) from weighted Pauli strings via\n  basis-change + CNOT-ladder + RZ per term (genuine 1-/2-qubit gates)\n- first- and second-order product formulas; order 2 converges O(dt^2)\n- verified vs exact matrix exponential; single-term evolution exact\n- 8 new tests; docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: Trotter-Suzuki Hamiltonian simulation",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:27:27Z",
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          "is_coding_agent": true
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        {
          "oid": "e8e31c0f5486adb6924f9296db724353c019fba8",
          "body": "- Gate-based stabilizer codes with real ancilla syndrome extraction\n- bit_flip_code / phase_flip_code correct any single X / Z error\n- shor_code corrects an arbitrary single-qubit error (X/Y/Z), fidelity 1.0\n- true logical fidelity via reduced density matrix (coherence, not just populations)\n- 23 new tests; docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: quantum error correction (bit-flip, phase-flip, Shor 9-qubit)",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:24:21Z",
          "body_truncated": false,
          "is_coding_agent": true
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        {
          "oid": "9cd609946773ad5b133102a0ee38f550510c71af",
          "body": "- period_finding / shor_factor: QPE on modular-multiplication unitary +\n  continued-fraction period recovery; factors 15->(3,5), 21->(3,7)\n- teleport: Bell pair + X/Z feedforward, fidelity ~1.0 for arbitrary states\n- superdense_coding: all four 2-bit messages recovered from one qubit\n- 13 new tests; docs + CHANGELOG updated\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: Shor's algorithm, teleportation, superdense coding",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T16:11:29Z",
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        {
          "oid": "6a2a3fec7372b14271e8e42e052cf73d70e67dd4",
          "body": "- HHL (algorithms.hhl): solves A x = b for small Hermitian A via QPE +\n  eigenvalue-inversion rotation + inverse QPE + post-selection. The solution\n  state matches the classical A^-1 b with fidelity ~1.0 for exact-eigenvalue A.\n- Swap test (algorithms.swap_test): estimates |<psi|phi>|^2 with an ancilla and\n  Fredkin gates; matches the exact overlap to ~1e-9.\n- Docs updated (quantum_algorithms_guide).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: HHL linear solver + swap test",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T15:55:33Z",
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          "is_coding_agent": true
        },
        {
          "oid": "f697aee2b50a8de8c862cc82388c62189d58b767",
          "body": "- Quantum State Tomography (quantum_debugger.tomography): reconstructs a\n  <=3-qubit density matrix from simulated Pauli-basis measurements; fidelity\n  ~1.0 to the true state (Bell, random, single-qubit).\n- Amplitude Amplification (algorithms.amplitude_amplification): Grover\n  generalized to any sta\n[…]\nep A; boosts P(marked) 0.001 -> ~1.0, and reduces\n  to Grover for A = H^n.\n- Docs updated (quantum_algorithms_guide).\n\nFull suite: 1073 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: state tomography + amplitude amplification",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T15:37:52Z",
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        {
          "oid": "651ba4fb2a1072cd99229aa7587a82683e5e27dc",
          "body": "- QuantumActorCritic (A2C): PQC actor + PQC critic, advantage-weighted policy\n  gradient; critic learns a genuine value function. Completes the QRL suite.\n- VariationalQuantumClassifier: multi-class softmax readout, cross-entropy +\n  parameter-shift training (~0.98 on 3-class blobs).\n- iterative_pha\n[…]\nE (Kitaev); recovers\n  representable phases exactly.\n- Exports + docs (quantum_rl_guide, advanced_qml_guide) updated.\n\nFull suite: 1067 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: Actor-Critic, multi-class VQC, Iterative QPE",
          "author_name": "Raunakg2005",
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        {
          "oid": "7de9ffc698d01e2cee05f1d499e67fc778e74711",
          "body": "- New Sphinx guides: quantum_algorithms_guide, advanced_qml_guide,\n  quantum_rl_guide (with runnable examples for every new v0.7 feature).\n- Wired ALL ~18 existing guide pages into an organized index toctree\n  (previously ~15 were orphaned and invisible on Read the Docs).\n- Sphinx build succeeds with zero \"not in any toctree\" warnings.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: documentation for new features + full toctree",
          "author_name": "Raunakg2005",
          "author_login": "Raunakg2005",
          "committed_at": "2026-07-19T15:10:31Z",
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        {
          "oid": "deec3c87df69c87cc95b762bb788516efb22c951",
          "body": "- SPSA (Simultaneous Perturbation Stochastic Approximation): gradient-free\n  optimizer, 2 objective evals/step regardless of dimension. Verified on\n  quadratics and VQE. Exported from qml.optimizers.\n- Maximum-Likelihood Quantum Amplitude Estimation (algorithms.amplitude_estimation):\n  QPE-free, use\n[…]\nx-likelihood; counts recovered to <0.6\n  (more accurate than the QPE-based quantum counting).\n\nNew-module test coverage: 93%. Full suite green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: SPSA optimizer + MLQAE amplitude estimation",
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        {
          "oid": "965e727aab5cb494db3240762fdf69bb5cfbbcda",
          "body": "- VQD (Variational Quantum Deflation): finds excited states by deflation\n  (penalize overlap with found lower states). Recovers exact ground + excited\n  energies (errors ~0 on diagonal and random-symmetric Hamiltonians).\n- Quantum walk: discrete-time coined walk on a cycle; verified ballistic spread\n[…]\niterate (controlled-G^(2^j) + inverse QFT).\n\nExported from quantum_debugger.qml (VQD) and quantum_debugger.algorithms.\nFull suite: 1046 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: VQD excited states, quantum walk, quantum counting",
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          "committed_at": "2026-07-18T19:14:26Z",
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        {
          "oid": "fc82987335a84f329b2d451ab06f0b997a611264",
          "body": "Quantum algorithms library (quantum_debugger.algorithms) -- gate-based, verified:\n- QFT / inverse QFT (matches the analytic DFT for n=2..4)\n- Grover search (marked states found at ~94% in optimal iterations; multi-marked)\n- Quantum Phase Estimation (exact phase readout for representable phases)\n- Be\n[…]\ne readout qubit; learns\n  separable data to 100%.\n\nExported from quantum_debugger.algorithms and quantum_debugger.qml.\nFull suite: 1037 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: quantum algorithms library + Quantum Autoencoder + QCNN",
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          "committed_at": "2026-07-18T18:54:35Z",
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          "oid": "099b9391e9a3cba1d2692ca958aca23d34cca0a8",
          "body": "…g, ansatz analysis)\n\nQRL\n- QuantumPolicyGradient: REINFORCE with a PQC policy (state encoding + ansatz +\n  softmax over per-action <Z>), exact parameter-shift policy gradients. Learns\n  the gridworld to the optimal policy.\n- QuantumDQN: experience replay + periodically-synced target network on the \n[…]\n\n  and pass, and gradients genuinely flow to the quantum weights.\n- Export the new classes from quantum_debugger.qml.\n\nFull suite: 1011 passed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: advanced QML & QRL (policy gradient, DQN, data re-uploadin…",
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          "body": "- run() simulates once and samples all shots (O(gates+shots) vs O(shots*gates));\n  adds use_gpu/precision. Statistically identical for projective Z-measurement.\n- Convert ~116 legacy return True/False tests (across 10 files) to real asserts\n  (they were passing vacuously since pytest ignores return values); all still pass.\n- Register the aws pytest marker in pytest.ini.\n- Bump __version__ to 0.7.0.dev0.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.7.0.dev: fast run(), real tests, perf groundwork",
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          "body": "- test_vqe_many_iterations: best-of-restarts instead of a single start that\n  can hit a local minimum (SciPy/BLAS-version dependent)\n- test_speedup_threads: assert correct results instead of a flaky wall-clock\n  ratio (thread speedup isn't guaranteed under the GIL / on low-core runners)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: make VQE convergence and thread-speedup tests robust for CI",
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          "is_bot": false,
          "headline": "style: apply Black formatting to v0.6.1 changes",
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          "body": "Core / performance\n- apply_gate: O(2^n) tensor contraction instead of O(4^n) full-matrix\n  expansion (verified numerically identical; ~1e-16 error over 4000 configs)\n- Optional GPU state-vector simulation: get_statevector(use_gpu=True,\n  precision='single'|'double'); ~6x (double) / 50-75x (single) a\n[…]\nrd optional imports in tests (importorskip) so CI publish gate is portable\n- Update README, CHANGELOG, and Sphinx docs (index + conf) to v0.6.1\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.6.1: correctness, performance, real QML, GPU acceleration",
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          "body": "…7.1.0\n\nbuild(deps): update pytest-cov requirement from >=3.0.0 to >=7.1.0",
          "is_bot": false,
          "headline": "Merge pull request #4 from Raunakg2005/dependabot/pip/pytest-cov-gte-…",
          "author_name": "raunak gupta",
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          "body": "build(deps): update flake8 requirement from >=4.0.0 to >=7.3.0",
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          "headline": "Merge pull request #7 from Raunakg2005/dependabot/pip/flake8-gte-7.3.0",
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          "body": "…e-3.0.1\n\nbuild(deps): update myst-parser requirement from >=2.0.0 to >=3.0.1",
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          "headline": "Merge pull request #10 from Raunakg2005/dependabot/pip/myst-parser-gt…",
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          "body": "Updates the requirements on [pytest-cov](https://github.com/pytest-dev/pytest-cov) to permit the latest version.\n- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v3.0.0...v7.1.0)\n\n---\nupdated-dependencies:\n- dependency-name: pytest-cov\n  dependency-version: 7.1.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): update pytest-cov requirement from >=3.0.0 to >=7.1.0",
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          "body": "Updates the requirements on [flake8](https://github.com/pycqa/flake8) to permit the latest version.\n- [Commits](https://github.com/pycqa/flake8/compare/4.0.0...7.3.0)\n\n---\nupdated-dependencies:\n- dependency-name: flake8\n  dependency-version: 7.3.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): update flake8 requirement from >=4.0.0 to >=7.3.0",
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          "body": "build(deps): update qiskit requirement from >=0.39.0 to >=2.2.3",
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          "headline": "Merge pull request #8 from Raunakg2005/dependabot/pip/qiskit-gte-2.2.3",
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          "body": "Updates the requirements on [myst-parser](https://github.com/executablebooks/MyST-Parser) to permit the latest version.\n- [Release notes](https://github.com/executablebooks/MyST-Parser/releases)\n- [Changelog](https://github.com/executablebooks/MyST-Parser/blob/master/CHANGELOG.md)\n- [Commits](https:\n[…]\nare/v2.0.0...v3.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: myst-parser\n  dependency-version: 3.0.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): update myst-parser requirement from >=2.0.0 to >=3.0.1",
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          "body": "…3.9.4\n\nbuild(deps): update matplotlib requirement from >=3.5.0 to >=3.9.4",
          "is_bot": false,
          "headline": "Merge pull request #6 from Raunakg2005/dependabot/pip/matplotlib-gte-…",
          "author_name": "raunak gupta",
          "author_login": "Raunakg2005",
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                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 3 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~58 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 58
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 3,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 3 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 51,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "forks": 0,
              "stars": 19,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "19 stars",
                "points": 20.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "packages": [
                "quantum-debugger"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 389
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "389 downloads/month across pypi",
                "points": 34.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 389,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "merged_prs": 11,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 3
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "11/14 decided PRs merged",
                "points": 30.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 11,
                      "decided": 14
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "followers": 21,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Raunakg2005",
              "public_repos": 59,
              "account_age_days": 2077
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "21 followers of Raunakg2005",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21,
                      "login": "Raunakg2005"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "59 public repos, account ~5 yr old",
                "points": 24.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 59
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "quantum-debugger"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "13 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 80,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".flake8, eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8, eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://quantum-debugger.vercel.app",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://quantum-debugger.vercel.app",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
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    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
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