sbi-dev / sbi

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

Jeder Punkt umfasst 6 Tage.

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 19 direkte und 242 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Die Installation von pypi:sbi@0.26.1 zieht 32 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

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          "oid": "125959de0a650997e85e1571589ed517ad7d888b",
          "body": null,
          "is_bot": false,
          "headline": "fix: ensure .test_durations ends with a trailing newline (#1914)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T18:38:38Z",
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          "is_coding_agent": false
        },
        {
          "oid": "5a2600075e8457c89cb6536a09ccec4c7c42e9e0",
          "body": null,
          "is_bot": true,
          "headline": "chore: refresh .test_durations (#1911)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-01T16:58:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a275a5801c4e2ecffacc89e9d05c4d0b9e058717",
          "body": "… (#1910)\n\nCD ran one job per Python version (full suite, ~120min each). Shard each\nversion across 4 workers with pytest-split (--splits/--group, balanced by\nthe committed .test_durations). 4 versions x 4 splits = 16 parallel jobs,\ncutting wall-clock toward ~3-4x (floored by the slowest single test,\n[…]\ns .test_durations from a full unsharded run with --store-durations\nand opens a PR. main requires review, so a PR is the right mechanism; a full\nunsharded run avoids the lossy per-shard duration merge.",
          "is_bot": false,
          "headline": "perf(ci): shard CD across workers; add monthly test-durations refresh…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T13:26:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c30b3aa3c1df68838eac9c3580b30d615e6ccea9",
          "body": "…ak (#1909)\n\npymc <5.28.1 declares an unbounded arviz dependency; on Python >=3.12\n(where arviz 1.x is installable) the resolver could pair an old pymc with\narviz 1.x, which breaks 'import pymc'. Floor pymc at the release that caps\narviz (>=5.28.1); pymc 6.x, which supports arviz 1.x, also satisfies\n[…]\nsion-specific\ndependency breakage is caught on PRs (not only post-merge in cd.yml), and\nraise the test split to 6 to keep per-run wall-clock low across both without\noverloading the shared runner pool.",
          "is_bot": false,
          "headline": "chore: require pymc>=5.28.1 on py>=3.12 to avoid arviz-1.x import bre…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T11:32:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f227ac55e6d39bdbb2cdf5df966ae19dca9958a",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)\n\n---\nupdated-\n[…]\nendency-version: 9.0.3\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pytest from 9.0.2 to 9.0.3 (#1906)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "961f0f01400172b56c0209b4249e085e811a249a",
          "body": "Bumps [ipython](https://github.com/ipython/ipython) from 8.9.0 to 8.10.0.\n- [Release notes](https://github.com/ipython/ipython/releases)\n- [Commits](https://github.com/ipython/ipython/compare/8.9.0...8.10.0)\n\n---\nupdated-dependencies:\n- dependency-name: ipython\n  dependency-version: 8.10.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump ipython from 8.9.0 to 8.10.0 (#1905)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b454e519303ca4afc74ee9640304f1afa40cca7d",
          "body": "Bumps [nbconvert](https://github.com/jupyter/nbconvert) from 7.17.0 to 7.17.1.\n- [Release notes](https://github.com/jupyter/nbconvert/releases)\n- [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jupyter/nbconvert/compare/v7.17.0...v7.17.1)\n\n---\n\n[…]\nndency-version: 7.17.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump nbconvert from 7.17.0 to 7.17.1 (#1903)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:34:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "831e04a159b2eaf2c43c4b4d4f6f565e51ce934c",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.2.0 to 3.2.1.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.2.0...v3.2.1)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.2.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump mistune from 3.2.0 to 3.2.1 (#1902)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a53ba1aad991cc18467b5aa8a1752e70c133c3a",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump urllib3 from 2.6.3 to 2.7.0 (#1901)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4e9fc229c0e4a3e87e3ff4b44944dd8687878371",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump idna from 3.11 to 3.15 (#1900)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:32:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca63fcbb91c7c4146a37692bea4701c24c3698a5",
          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.5.5 to 6.5.7.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.5...v6.5.7)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump tornado from 6.5.5 to 6.5.7 (#1899)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:36:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad389c8ba151c9404e773faa904171e148a99bff",
          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.3.1)\n\n---\nu\n[…]\ntte\n  dependency-version: 1.3.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump starlette from 1.0.0 to 1.3.1 (#1898)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "036540c6b12381ddba91c9a47221fcbb5b150b59",
          "body": "Bumps [bleach](https://github.com/mozilla/bleach) from 6.3.0 to 6.4.0.\n- [Changelog](https://github.com/mozilla/bleach/blob/main/CHANGES)\n- [Commits](https://github.com/mozilla/bleach/compare/v6.3.0...v6.4.0)\n\n---\nupdated-dependencies:\n- dependency-name: bleach\n  dependency-version: 6.4.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump bleach from 6.3.0 to 6.4.0 (#1897)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:34:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "ca1e239546c41bcd36fca4aca917f638d237a440",
          "body": "…port errors (#1894)\n\n* fix: surface real cause when pymc/pyro MCMC import fails\n\nThe import guards re-raised a generic \"install sbi[pymc]/sbi[pyro]\"\nmessage with `from None`, which hid the actual error. Chain the original exception with `from e` and clarify the message.\n\n* build: commit uv.lock and\n[…]\n\nThe committed lock pins deps, so add a weekly non-blocking workflow that\nresolves the newest deps and opens/updates a tracking issue on failure,\nplus a monthly job that opens a PR refreshing uv.lock.",
          "is_bot": false,
          "headline": "chore: make CI reproducible via committed uv.lock and clarify pymc im…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-06-29T08:33:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dbf432b9bfaf50d0803f508d51467ba27b29b3dc",
          "body": "* feat(mdn): implement transform_to_unconstrained z-scoring for MDN\n\n- Add prior_transform parameter to MixtureDensityEstimator\n- Implement log_prob Jacobian correction and sample inverse transform\n- Wire transform_to_unconstrained in build_mdn via mcmc_transform\n- Fix double-sum bug in _log_det_jac\n[…]\nfix import grouping\n\n* fix: gate analytic NPE consumers on has_affine_z_score, fix npe_a_posterior caller\n\n* fix: use getattr guards per mentor review\n\n* restore inline comments in log_prob per review",
          "is_bot": false,
          "headline": "feat: implement transform_to_unconstrained z-scoring for MDN (#1888)",
          "author_name": "chandra",
          "author_login": "BHARATH0153",
          "committed_at": "2026-06-26T09:46:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d7cc1cec9e36020701e9c240c4710bab3938c3f",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6.2.0 to 6.3.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a309ff8b426b58ec0e2a45f0f869d46889d02405...ece7cb06caefa5fff74198d8649806c4678c61\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-python from 6.2.0 to 6.3.0 (#1892)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T09:34:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9748f8cb61ce196d3d2eea68c58f18cc62028f7c",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.5 to 6.0.0.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/27d5ce7f107fe9357f9df03efb73ab90386fcca\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 5.0.5 to 6.0.0 (#1891)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T09:33:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c444a926b116e763bcac2c545f7d0c7d6478f71a",
          "body": "* fix: raise on unsupported unconstrained space transform\n\n* review fixes: vf methods, messages and docstring fixes",
          "is_bot": false,
          "headline": "fix: raise on unsupported unconstrained space transform (#1886)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-06-23T15:31:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5da86c53db53317a4a828ab36dc4bd6f2e0b39f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.3 to 7.0.0 (#1887)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T07:33:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a7f115ca3b4378b6d65e010b94554e16b2dc6bce",
          "body": "* Try fixing issue #1878\n\n* Apply suggestion from @janfb\n\nCo-authored-by: Jan Teusen (né Boelts) <janfb@users.noreply.github.com>\n\n* Update user_input_checks.py\n\n---------\n\nCo-authored-by: Jan Teusen (né Boelts) <janfb@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: extend batched simulator detection, fixing #1878 (#1879)",
          "author_name": "PC-DOS",
          "author_login": "PC-DOS",
          "committed_at": "2026-06-16T13:26:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6660ea0dfa2787bcb8f686693725575454e83843",
          "body": "…4.0 (#1881)\n\nBumps [sigstore/gh-action-sigstore-python](https://github.com/sigstore/gh-action-sigstore-python) from 3.3.0 to 3.4.0.\n- [Release notes](https://github.com/sigstore/gh-action-sigstore-python/releases)\n- [Changelog](https://github.com/sigstore/gh-action-sigstore-python/blob/main/CHANGEL\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump sigstore/gh-action-sigstore-python from 3.3.0 to 3.…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ece7d9589c8086799bfb62010f6c72a29519fab",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.1 to 7.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.1 to 7.0.0 (#1880)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e162a69b43608f9def36f1ceebb8b77baae247b0",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.2 to 6.0.3.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/de0fac2e4500dabe0009e67\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.2 to 6.0.3 (#1874)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T11:18:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dea85f6946d199d7529201d1135f40951847075f",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.2.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/08807647e7069bb48b6ef5acd8ec9567f424441b...fac544c07dec837d0ccb6301d7b5580bf5edae39)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv from 8.1.0 to 8.2.0 (#1875)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T11:17:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cf0d9ec884063fb596a14cd17091c4cdd9cceb5",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd...d7f5e7f509e45c\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-buildx-action from 4.0.0 to 4.1.0 (#1871)",
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        {
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          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/ce360397dd3f832beb865e1373c09c0e9f86d70a...06116385d9baf250c9f4dc\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 4.0.0 to 4.1.0 (#1870)",
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          "is_bot": true,
          "headline": "build(deps): bump docker/login-action from 4.1.0 to 4.2.0 (#1869)",
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          "headline": "build(deps): bump codecov/codecov-action from 6.0.0 to 6.0.1 (#1866)",
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          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.1.0 to 7.2.0 (#1867)",
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          "body": "* tests: add seed to lc2st session fixtures\n\n* ruff",
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          "headline": "tests: add seed to lc2st session fixtures (#1864)",
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          "body": "* tests: add seed to lc2st session fixtures\n\n* ruff\n\n* fix: typo in inverse transform, fix usage",
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          "headline": "fix: nflows inverse transform and retarget lc2st (#1865)",
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          "is_bot": false,
          "headline": "feat: improve plot summary arguments (#1861)",
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          "headline": "Add NPE-PFN (#1778)",
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          "body": "* Fix process_device dropping CUDA device index\n\n* Fix formatting via pre-commit\n\n* Fix formatting via ruff",
          "is_bot": false,
          "headline": "fix: process_device dropping CUDA device index (#1860)",
          "author_name": "shivani patel",
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          "body": "* fix flaky test\n\n* fix: correct typos and improve error handling.\n\n* feat: enhance LC2ST with new state management and structured score return type\n\n* refactor: streamline normalization process and enhance classifier defaults\n\n* refactor: enhance LC2ST test structure with dataclasses for setup and \n[…]\nmalization robustness, and document the\n  lc2st_instance fixture scope.\n\n* fix: use FutureWarning for user-facing LC2ST deprecations\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: LC2ST module refactoring with states (#1727)",
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          "committed_at": "2026-04-20T04:52:56Z",
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        {
          "oid": "8facb7475c6d7e6c3118b29d0efb4d254b6c8080",
          "body": "…cross all methods (#1839)\n\n* Enhance parameterized tests for various sampling methods\n\n* remove prior validation for rejection sampling in PosteriorEstimatorTrainer\n\n* Remove xfail test for rejection sampling",
          "is_bot": false,
          "headline": "fix: remove NPE rejection prior guard, extend tests for sample_with a…",
          "author_name": "Sudarshan Bhattarai",
          "author_login": "Dev-Sudarshan",
          "committed_at": "2026-04-18T20:32:59Z",
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          "oid": "c18a58560e10d01a3bed783436a713a0782f21fe",
          "body": "Also correct some spelling in that and the Hodgkin-Huxley example.",
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          "headline": "docs: Add note on posterior modes in \"Getting Started\" (#1847)",
          "author_name": "Nicholas Junge",
          "author_login": "nicholasjng",
          "committed_at": "2026-04-18T19:39:40Z",
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        {
          "oid": "173cb7c477418c8fbba1af3b0f5b18872ee51973",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.0.0 to 7.1.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/d08e5c354a6adb9ed34480a06d141179aa583294...bcafcacb16a39f128d8183\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.0.0 to 7.1.0 (#1854)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:32:00Z",
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        {
          "oid": "c46b2248cc771174bee2213e785cffb9e090d555",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/bbbca2ddaa5d8feaa63e36b76fdaad77386f024f...043fb46d1a93c77aae656e7c1c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 (#1855)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:31:36Z",
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        {
          "oid": "79d772d5b144e66971a7cd2bbc6d9763128c4f5c",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.4 to 5.0.5.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/668228422ae6a00e4ad889ee87cd7109ec5666a\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 5.0.4 to 5.0.5 (#1856)",
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          "committed_at": "2026-04-17T09:31:12Z",
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        {
          "oid": "6a3b1a223b439428d305d3f066f03fcabde033b4",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5.4.2 to 8.1.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86...08807647e7069bb48b6ef5acd8ec9567f424441b)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv from 5.4.2 to 8.1.0 (#1857)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:30:53Z",
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        {
          "oid": "ea71482376f47935243d2aae3532a53bfa974d57",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4.3.0 to 5.0.4.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/0057852bfaa89a56745cba8c7296529d2fc3983\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 4.3.0 to 5.0.4 (#1850)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:11:31Z",
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        {
          "oid": "3c922cc8a84fe42d43b2af9df78981680fbd1d5b",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5.5.4 to 6.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 5.5.4 to 6.0.0 (#1851)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:09:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0c2138089254ef3d5da81bf41bbbc514a2ed70f5",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 3.7.0 to 4.0.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/c7c53464625b32c7a7e944ae62b3e17d2b600130...ce360397dd3f832beb865e\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 3.7.0 to 4.0.0 (#1852)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:09:31Z",
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        {
          "oid": "80123f7b85fea0da1abd49e2a7f8d930bbaf6a8a",
          "body": "…#1849)\n\nBumps [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) from 1.13.0 to 1.14.0.\n- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)\n- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e..\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:08:55Z",
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        {
          "oid": "32643d0451c58020cc321cad130f6b4cf8d75be0",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4.6.2 to 7.0.0.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/ea165f8d65b6e75b540449e92b4886f43607fa02...bbbca2ddaa5d8feaa63e36b76f\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/upload-artifact from 4.6.2 to 7.0.0 (#1848)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:07:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1deee6775668a54dc7921d60fb37370cae50d5c",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/b45d80f862d83dbcd57f89517bcf500b2ab88fb2...4907a6ddec9925e35a0a9e82d7399ccc52663121)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/login-action from 4.0.0 to 4.1.0 (#1845)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:20:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f09c7365cc79ba74c332cfb6fdbbd9b38b753a9f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4.3.1 to 6.0.2.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/34e114876b0b11c390a5638\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 4.3.1 to 6.0.2 (#1846)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:20:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a7d461bb7e7b42db423509180e779c67add8004",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.6.0 to 6.2.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a26af69be951a213d495a4c3e4e4022e16d87065...a309ff8b426b58ec0e2a45f0f869d46889d024\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-python from 5.6.0 to 6.2.0 (#1844)",
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                      "count": 244
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "17 watchers",
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                "status": "partial",
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                "max_points": 15
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
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                "status": "met",
                "details": [
                  {
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                  {
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 10,
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          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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              "merged_prs": 882,
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            "components": [
              {
                "key": "issue_resolution",
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                "detail": "93% of issues closed",
                "points": 43.3,
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                    "code": "issues_closed_share",
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                      "share": 93
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                "max_points": 46.75
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                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "882/1018 decided PRs merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "max_points": 15
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          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "followers": 61,
              "owner_type": "Organization",
              "is_verified": null,
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            "components": [
              {
                "key": "ownership_backing",
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                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "61 followers of sbi-dev",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 61,
                      "login": "sbi-dev"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~2 yr old",
                "points": 11.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "sbi"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 103
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 103 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 103
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "38 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "simulation-based-inference",
                "likelihood-free-inference",
                "bayesian-inference",
                "parameter-estimation",
                "pytorch",
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              "has_wiki": true,
              "homepage": "https://sbi.readthedocs.io",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "details": [],
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
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                "details": [
                  {
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 80,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.5
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "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 5/11 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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 1 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "3 out of the last 3 releases have a total of 3 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:sbi@0.26.1 runtime dependency closure — what installing the published package pulls in — 32 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:sbi@0.26.1",
                  "assessed": 32
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 32,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 32,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
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