alan-turing-institute / autoemulate

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

Cada punto abarca 3 días.

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 27 paquetes directos y 289 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Instalar pypi:autoemulate@2.1.2 arrastra 172 paquetes, directos y transitivos: 2 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

{
  "data": {
    "repo": {
      "topics": [
        "hut23",
        "hut23-1468",
        "emulation",
        "pytorch",
        "active-learning",
        "calibration",
        "gaussian-processes",
        "mcmc",
        "sensitivity-analysis",
        "uncertainty-quantification",
        "ensemble",
        "history-matching",
        "neural-networks",
        "aiphys"
      ],
      "is_fork": false,
      "size_kb": 325004,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 916091,
        "Jupyter Notebook": 559578
      },
      "pushed_at": "2026-07-25T23:20:14Z",
      "created_at": "2023-08-01T13:06:39Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T19:40:45Z",
      "description": "Emulate simulations easily",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Jupyter Notebook"
      ]
    },
    "owner": {
      "blog": "https://turing.ac.uk",
      "name": "The Alan Turing Institute",
      "type": "Organization",
      "login": "alan-turing-institute",
      "company": null,
      "location": null,
      "followers": 1007,
      "avatar_url": "https://avatars.githubusercontent.com/u/18304793?v=4",
      "created_at": "2016-04-06T09:38:19Z",
      "is_verified": null,
      "public_repos": 657,
      "account_age_days": 3762
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.1.2",
          "kind": "patch",
          "published_at": "2026-07-07T09:25:05Z"
        },
        {
          "tag": "v2.1.1",
          "kind": "patch",
          "published_at": "2026-05-12T19:46:20Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2026-05-12T16:22:54Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-01-14T13:47:34Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2025-12-15T13:12:20Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2025-10-16T09:21:53Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2025-09-25T15:07:50Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2025-09-04T13:34:15Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2025-07-31T10:41:36Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2025-06-25T14:50:24Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2025-06-13T13:42:57Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2025-06-06T14:53:05Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2025-06-04T08:46:22Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2025-04-29T15:02:54Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2025-01-30T16:27:13Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2024-11-27T17:08:42Z"
        },
        {
          "tag": "v0.1.0.post1",
          "kind": "other",
          "published_at": "2024-04-02T16:15:54Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "0168b27d4f13bc625a37a67ccc98b47366e1e61d",
          "body": "…add-hebatea\n\ndocs: add hebatea as a contributor for code",
          "is_bot": false,
          "headline": "Merge pull request #1030 from alan-turing-institute/all-contributors/…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-14T09:56:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b9e6851c6d8fef13ac2a995ba9496c29f3d4a78",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-07-14T09:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a51ef1898c6e5ac2c5aa52657b0bcd8270527e0",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-07-14T09:54:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "097a4b802395e677874a486ee3302fd504407590",
          "body": "Fix #928: Replace ±2σ with 95% predictive intervals in plots",
          "is_bot": false,
          "headline": "Merge pull request #1029 from hebatea/fix/issue-928-predictive-intervals",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-07-13T13:58:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fd95b9f0cd7459290cc16e269ba042f101c9f0b",
          "body": null,
          "is_bot": false,
          "headline": "Use norm.ppf(0.975) instead of hardcoded 1.96 for PREDICTION_INTERVAL_Z",
          "author_name": "hebatea",
          "author_login": "hebatea",
          "committed_at": "2026-07-12T18:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b159a3d503356995d99c1378983962fff09c8bc",
          "body": null,
          "is_bot": false,
          "headline": "Fix pre-commit ruff and pyright failures",
          "author_name": "hebatea",
          "author_login": "hebatea",
          "committed_at": "2026-07-07T10:46:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1de502d6766179776c469518f67a4e00a90dd8a5",
          "body": "update version to 2.1.2",
          "is_bot": false,
          "headline": "Merge pull request #1028 from alan-turing-institute/v212",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-07T09:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d24976330596e6fbaf02ce4853aadd03039d381",
          "body": null,
          "is_bot": false,
          "headline": "Add tests for 95% predictive interval width and constant value",
          "author_name": "hebatea",
          "author_login": "hebatea",
          "committed_at": "2026-07-07T02:56:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca6b6ae4cf1301c9739e02f905b16dd109175a76",
          "body": null,
          "is_bot": false,
          "headline": "Update docstrings to mention 95% predictive interval",
          "author_name": "hebatea",
          "author_login": "hebatea",
          "committed_at": "2026-07-07T02:56:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d528b7a77769012f7754c3a063495c2b9243d06",
          "body": "- Add PREDICTION_INTERVAL_Z = 1.96 constant to plotting.py and v0/plotting.py\n- Replace hardcoded 2 * y_std with PREDICTION_INTERVAL_Z * y_std in plot_xy (bars and fill), plot_parity, and _plot_Xy\n- Update labels from ±2σ to 95% PI throughout\n- Import PREDICTION_INTERVAL_Z in compare.py so future coverage changes are a single-line edit\n\nCloses #928",
          "is_bot": false,
          "headline": "Replace ±2σ with 95% predictive intervals in plots",
          "author_name": "hebatea",
          "author_login": "hebatea",
          "committed_at": "2026-07-07T02:56:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "344e4502f472acb2efc585de258c331e27e7fe43",
          "body": null,
          "is_bot": false,
          "headline": "update version to 2.1.2",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-06T10:27:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f9f436af93e42ef92e2c158f49a46f2d7b043a8",
          "body": "…add-ykd007\n\ndocs: add ykd007 as a contributor for doc",
          "is_bot": false,
          "headline": "Merge pull request #1027 from alan-turing-institute/all-contributors/…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-03T18:45:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e16a6f68742bcbd5519bf3aa1e2cba8fb69ef5f8",
          "body": "docs: add AGENTS.md with build, test, and contribution guide",
          "is_bot": false,
          "headline": "Merge pull request #1005 from ykd007/add-agents-md",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-03T18:45:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06a2644cefedfe44bd3782b3e845ab1cdfa443e1",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-07-03T18:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3418202b936960df5139206ee92d19259880b352",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-07-03T18:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bbed1c29df4ba02381ece47633d2568c350927d",
          "body": null,
          "is_bot": false,
          "headline": "docs: address contributor guide feedback",
          "author_name": "Yash Dhawan",
          "author_login": "ykd007",
          "committed_at": "2026-07-03T17:34:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bcecf0fddf73fbca6ab7cb6cbe5a0ddf2d01a49",
          "body": "Remove dead code",
          "is_bot": false,
          "headline": "Merge pull request #1025 from alan-turing-institute/iss1016_rm_dead_code",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-03T09:57:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd008896315a7fde3bc60a22fc7be4b4fcf8e42e",
          "body": "rm benchmarks dir",
          "is_bot": false,
          "headline": "Merge pull request #1024 from alan-turing-institute/rm_benchmarks",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T11:06:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fcddb21b07929ebc491ac338bc06fbdfd1a9c81",
          "body": null,
          "is_bot": false,
          "headline": "rm outdated comments from learners",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:38:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c755910a0782978e9825bad8fd3a9c3094da4e8c",
          "body": "related to iss 536 which has been closed as not planned",
          "is_bot": false,
          "headline": "rm outdated comments in transforms",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:37:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21e3ee47dcc23252108bb008b95496b65aa6b95e",
          "body": null,
          "is_bot": false,
          "headline": "rm CNPs from experimental",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:28:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0eaef4b0b3188d91be525b873d93383c6fd00e1",
          "body": null,
          "is_bot": false,
          "headline": "rm FNO experiments applied to AD and RD data",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:21:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fa380e27229dffc1e3f0a141e7c0db01a072d4d",
          "body": null,
          "is_bot": false,
          "headline": "rm experimental spatiotemporal data+emulator",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:19:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffdf32692d663bdcc398e23e3b4ee4b06c7b7202",
          "body": null,
          "is_bot": false,
          "headline": "rm experimental FNO",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:18:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c920b23a8d83d52722c66a3fe971d7ad0802e7ec",
          "body": null,
          "is_bot": false,
          "headline": "rm the well experiments",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:16:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7193de03634c26433cc0b80a82a3f61e0fe62615",
          "body": null,
          "is_bot": false,
          "headline": "rm v0 code and docs",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e46a8293aab29cca3991562cb1b76a0ec56de67",
          "body": null,
          "is_bot": false,
          "headline": "rm benchmarks dir",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-07-02T10:09:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0ce16db853eda48c19e4dad9f5b5333b4901105",
          "body": "Add FESTIM links to case studies",
          "is_bot": false,
          "headline": "Merge pull request #1022 from alan-turing-institute/festim",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-19T13:02:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a73df398ce2c0087aaf107c84baf6807cefc8652",
          "body": "Co-authored-by: Penelope Yong <penelopeysm@gmail.com>",
          "is_bot": false,
          "headline": "Update case_studies/README.md",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-19T08:41:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ef525cfa21e8cee0490c312c456d307eb5359db",
          "body": "…add-RemDelaporteMathurin\n\ndocs: add RemDelaporteMathurin as a contributor for doc",
          "is_bot": false,
          "headline": "Merge pull request #1023 from alan-turing-institute/all-contributors/…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-18T15:15:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a62c573f1f19eed8647092a5c61ca924ccd6c1d0",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T15:14:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c19c6e6c10c2ef7727a9ab74e02d3f53813db33",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T15:14:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "768010bcf94ea7e8c058828868af8fdc253f5941",
          "body": null,
          "is_bot": false,
          "headline": "add FESTIM example links to case studies",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-06-18T10:06:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "045ada8129b040148106ed0c0b1ad4181288b9dd",
          "body": "…add-z7076\n\ndocs: add z7076 as a contributor for doc",
          "is_bot": false,
          "headline": "Merge pull request #1021 from alan-turing-institute/all-contributors/…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-18T09:34:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41f569b747f1bf690359428ba9043d56e904c43e",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T09:33:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08d039af144ffc24f2ee9e98b123e315f8ec7ded",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T09:33:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f064255c62b477570ec07b9c9390ec6a8175b9c",
          "body": "…add-SyedHaider2084\n\ndocs: add SyedHaider2084 as a contributor for doc",
          "is_bot": false,
          "headline": "Merge pull request #1020 from alan-turing-institute/all-contributors/…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-18T09:32:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c418d989f93d5662ae792a1f3ad7f990b70210",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T09:31:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "009900ecc5e5573b275119c369300beca126bb94",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-06-18T09:31:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c21d8b1ba8e661e44a2e89e3571352d3a366d03e",
          "body": "Update pueue instructions",
          "is_bot": false,
          "headline": "Merge pull request #1018 from alan-turing-institute/update_instructions",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-10T09:52:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62ecf550b2684ec3cbb7d823398eeb6d8cdbd127",
          "body": "Co-authored-by: Sam Greenbury <50113363+sgreenbury@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update benchmarks/README.md",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-10T09:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "870a2bdf53697adc0fec46d466ab1084d3a7abe8",
          "body": null,
          "is_bot": false,
          "headline": "update pueue instructions",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-06-09T11:37:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "324eea45d61c2859767540c89634a25edbdbbed6",
          "body": "…tructions\n\nFix pueue instruction",
          "is_bot": false,
          "headline": "Merge pull request #1017 from alan-turing-institute/fix_benchmark_ins…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-08T16:19:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a14c35e6d59cbc648f5084c77304d520fe232bcc",
          "body": null,
          "is_bot": false,
          "headline": "fix pueue instruction",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-06-08T15:55:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1eb26214ddf5b20d63108bf5d51e78a5d461ffe",
          "body": "…structions\n\nRm version number from pip install instructions",
          "is_bot": false,
          "headline": "Merge pull request #1015 from alan-turing-institute/update_install_in…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-06-05T16:46:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a967e922b602b09d94a548fc3651674b783def8e",
          "body": null,
          "is_bot": false,
          "headline": "rm version number from pip install instractions",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-06-05T16:37:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9981b6828de36e0a53dedb419c601d1feb64c31",
          "body": "Update email",
          "is_bot": false,
          "headline": "Merge pull request #1009 from alan-turing-institute/update_email",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-18T10:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2f7fcd712190a8c03ddfe8ad01503569cabb846",
          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add missing trailing period in bullet point.",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-18T10:43:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e71bcce53b40b90c4b4e1043b22cdb6a1902f48d",
          "body": null,
          "is_bot": false,
          "headline": "update group email",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-18T10:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc3bac2bbe8c44d2fc144b860b0b017beede41b0",
          "body": "Bump sklearn compat",
          "is_bot": false,
          "headline": "Merge pull request #1006 from penelopeysm/py/sklearn",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T19:10:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b89c25fd12b8df84f6ae011bed2f5f4d5911b40a",
          "body": null,
          "is_bot": false,
          "headline": "Suppress lightgbm warning",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T16:45:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "726ebbc26f6c09fe7d6f8fb8ca33c4a35fba342d",
          "body": null,
          "is_bot": false,
          "headline": "Unbump patch in lockfile",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T16:21:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "747a1a5ae34de313f84303ffe1244973e091ed19",
          "body": "Co-authored-by: Sam Greenbury <50113363+sgreenbury@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Don't bump patch",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T16:03:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c714ca292f32565d2dbb00e88d3973d3b3a1754",
          "body": null,
          "is_bot": false,
          "headline": "Only upgrade sklearn in lockfile",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T13:53:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4e5b92c7a743717f997e4a117524e2354daa0b5",
          "body": null,
          "is_bot": false,
          "headline": "pin arviz<1",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T13:11:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e3df853fbc6d6add4946fdd275b7033e1db6d74",
          "body": null,
          "is_bot": false,
          "headline": "Bump patch",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T12:43:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e397e149bf9ae962800f8dc59e74bd40ea14e002",
          "body": null,
          "is_bot": false,
          "headline": "Remove sklearn upper bound, upgrade deps",
          "author_name": "Penelope Yong",
          "author_login": "penelopeysm",
          "committed_at": "2026-05-14T12:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9f052a7fe5396444af367772fc5d9b72840f0fa",
          "body": "Adds an AGENTS.md file as requested in issue #968. Covers:\n- uv-based environment setup\n- how to run tests (including Apple Silicon MPS workaround)\n- code style and pre-commit hooks\n- repo structure overview\n- guide for adding new emulators\n- docstring conventions and PR checklist\n\nCloses #968",
          "is_bot": false,
          "headline": "docs: add AGENTS.md with build, test, and contribution guide",
          "author_name": "Yash",
          "author_login": null,
          "committed_at": "2026-05-13T13:32:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87f3a4bd558fcfc6f669a5732b5a05c9c77540e2",
          "body": "Bump to v2.1.1",
          "is_bot": false,
          "headline": "Merge pull request #1003 from alan-turing-institute/update-to-v2.1.1",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T19:45:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0edb4c51745d4abbc5ea6d6f2c770d9c86159dbc",
          "body": "…-docs\n\nUpdate benchmarks README",
          "is_bot": false,
          "headline": "Merge pull request #1004 from alan-turing-institute/update-benchmarks…",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T19:43:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a43c6c7d04610932b9292ab923822ca8a3b6e895",
          "body": null,
          "is_bot": false,
          "headline": "Update benchmarks README",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T19:31:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39a45549c67b9b1ad1ab07f1ea86b2732e5657f1",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v2.1.1",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:39:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7ffb81f19939c32288e96fc88be46d9d34acca2",
          "body": "…-progress\n\nFix notebook `show_progress_bar=False`",
          "is_bot": false,
          "headline": "Merge pull request #1002 from alan-turing-institute/fix-notebook-show…",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:38:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5eacfb9b281bd3e66b67be64c01ebed3bcaae15f",
          "body": null,
          "is_bot": false,
          "headline": "Add `show_progress_bar=False` for notebooks",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:36:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af588be7e3b7c82d79a5692755adac10e066ee7c",
          "body": "Fix docstrings",
          "is_bot": false,
          "headline": "Merge pull request #1001 from alan-turing-institute/fix-docstrings",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:36:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "093ab0168393f65c03b77d47477ad09779e9f238",
          "body": null,
          "is_bot": false,
          "headline": "Fix docstring misalignment",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:35:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b7a88d4ef4d17fc501e9999f96ddfce9464ed7b",
          "body": "…-and-new-warnings\n\nFix failing test and new warnings (#978)",
          "is_bot": false,
          "headline": "Merge pull request #1000 from alan-turing-institute/fix-failing-tests…",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:35:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dabe771fa7a2aff06f8e3aac246fd070b24273f",
          "body": null,
          "is_bot": false,
          "headline": "Fix warnings raised in CI",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T18:20:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79eafe326bdb97bf99c719a82dcb1e6ba1866459",
          "body": null,
          "is_bot": false,
          "headline": "Remove deprecated kwarg",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T17:24:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d73ca4403780783fe92e8b15b976ca0e0cae832",
          "body": null,
          "is_bot": false,
          "headline": "Fix dup in docstring",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T17:15:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1394b4ce26b664a0fa700a25dea5d79739da13e6",
          "body": "Bump to v2.1.0",
          "is_bot": false,
          "headline": "Merge pull request #999 from alan-turing-institute/update-to-v2.1.0",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T16:21:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d750be84effa4dc350b4e88d9e2f720cc3e519f3",
          "body": "Update the IES formulation",
          "is_bot": false,
          "headline": "Merge pull request #998 from alan-turing-institute/fix-eq-notebook",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T16:18:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46559972a0e7eeea471f212dd139a4d291b0a0ae",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v2.1.0",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T16:16:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c55fada58463ce68142f5dad9369e39ef862e7",
          "body": "- Add support for multidimensional case\n- Clarify example demonstrated compared with API support",
          "is_bot": false,
          "headline": "Update the IES formulation",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T16:15:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ec7b8ebae9bf750b02024ec994107015c5c5144",
          "body": "Remove warning suppression from docs (#978)",
          "is_bot": false,
          "headline": "Merge pull request #997 from alan-turing-institute/remove-warnings-nb",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T16:06:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fb427f55412680c21adb51ccb4f8cb73ee180c4",
          "body": null,
          "is_bot": false,
          "headline": "Remove warning suppression from tutorial",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T15:38:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89e78cb0557a71c27106c6d90363a78c8e91a574",
          "body": null,
          "is_bot": false,
          "headline": "Remove warning suppression from notebooks",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T15:38:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc626f7f6d24647441c2f5e2c0db9c77b3fd30b6",
          "body": "Refactor logging",
          "is_bot": false,
          "headline": "Merge pull request #988 from alan-turing-institute/logging_refactor",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T15:06:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcc1465fe7022dbcbb2e01e2f7a0adfa34aaf550",
          "body": "…-arg\n\nFix deterministic argument order",
          "is_bot": false,
          "headline": "Merge pull request #996 from alan-turing-institute/move-deterministic…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T15:06:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae29979a46378db83bdfd234b7800301bf9778b2",
          "body": "Move deterministic to the end of affected public signatures so existing\npositional callers keep their previous argument binding.\n\nKeep keyword behavior unchanged while preserving deterministic seed\nhandling across comparison, simulation, tuning, transform, and emulator\npaths.",
          "is_bot": false,
          "headline": "Fix deterministic argument order",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T12:54:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0094da54a240f5d6979d18a80b80972820bb1dcd",
          "body": "…dd-penelopeysm\n\ndocs: add penelopeysm as a contributor for ideas, review, and 2 more",
          "is_bot": false,
          "headline": "Merge pull request #995 from alan-turing-institute/all-contributors/a…",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T12:28:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bc15dc5f63c677549ede56b156c8e9565fd1d70",
          "body": null,
          "is_bot": true,
          "headline": "docs: update .all-contributorsrc",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-05-12T12:28:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1583d18f51ee2f42837c897b200b64fe73faab41",
          "body": null,
          "is_bot": true,
          "headline": "docs: update README.md",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-05-12T12:28:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "642f9d150563fef4e1b3d96b7a077a5b24e6d225",
          "body": null,
          "is_bot": false,
          "headline": "refactor so that each calibration submodule has its own logger",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T12:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07751a1cbc1a1517849aad174faba6e51758ebfc",
          "body": null,
          "is_bot": false,
          "headline": "fix ruff error after main merge",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T12:08:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "542df8155a4e723221801f3a47e8fb1f2a836dea",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into logging_refactor",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T12:07:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43fee854f37968e33b7ee882e2716966716696a0",
          "body": "rm try/except from DoublePendulum._forward, this is handled in Simulator.forward",
          "is_bot": false,
          "headline": "update Simulator to not save logger",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T11:11:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fdf814634dea1d87f5ae73ac9eab02cb15967c3",
          "body": "Fix slow calibration tests",
          "is_bot": false,
          "headline": "Merge pull request #993 from alan-turing-institute/fix-slow-tests",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T11:03:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d936823e973288b3241adc9d33456e80cb57c31c",
          "body": "Fix warnings in tests and revise `make_positive_definite` (#978)",
          "is_bot": false,
          "headline": "Merge pull request #990 from alan-turing-institute/fix-warnings",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T11:02:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f0f0aea9122473113162a636cfe1ed2eed58997",
          "body": null,
          "is_bot": false,
          "headline": "rm unnecessary call to setup_library_logger",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T10:53:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8c3cb28a35f015319f9c5e489a3ceec781b762e",
          "body": null,
          "is_bot": false,
          "headline": "add pyright ignore in test",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T10:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12dede355a53715d259f1c792aef30f247ab4875",
          "body": null,
          "is_bot": false,
          "headline": "make show_progress_bar not optional",
          "author_name": "radka-j",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T10:49:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03086cd6404415c05dd34a1e8e1bfd1ebebabf43",
          "body": "Fix library logging compatibility",
          "is_bot": false,
          "headline": "Merge pull request #994 from alan-turing-institute/logging_refactor_pr",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T10:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19e3a6d88d25d8a9740a9418dd58735cf0c7bfc8",
          "body": "Keep autoemulate library logging handler-safe by retaining only the\npackage NullHandler and moving remaining root logger calls to library\nloggers or warnings.\n\nRestore the deprecated log_level constructor argument so existing\ncallers keep working while directing users to configure logging in\ntheir application and use show_progress_bar for progress output.",
          "is_bot": false,
          "headline": "Fix library logging compatibility",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T10:25:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf19940732c5291c28c2120d723587de3d023ff9",
          "body": "Reuse small emulator fixtures and deterministic evidence samples so\ntests stay focused on API contracts, tensor shapes, and error handling.\nKeep one real calibration integration path while reducing MCMC settings\nto avoid CI warnings and long runtimes.",
          "is_bot": false,
          "headline": "Fix slow calibration tests",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T09:42:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e02159284dbbc0e62334e35526c93e29b4c50914",
          "body": "Co-authored-by: Penelope Yong <penelopeysm@gmail.com>",
          "is_bot": false,
          "headline": "Update autoemulate/core/logging_config.py",
          "author_name": "Radka Jersakova",
          "author_login": "radka-j",
          "committed_at": "2026-05-12T09:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f85948d1b84f33931491638d7bb1c03cfdf5095",
          "body": "Extract transformed full-covariance PSD warning handling into\nshared test utilities so transformed and gradient tests use the\nsame logic.\n\nThis reduces duplication and keeps warning expectations scoped to\nthe tests that exercise PCA or VAE inverse covariance repairs.",
          "is_bot": false,
          "headline": "Refactor PSD warning test helpers",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T08:20:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06b29a1e876dcbcf323dac6745a061fa04f12e7e",
          "body": null,
          "is_bot": false,
          "headline": "Add ignore for MPS test warnings",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-12T08:18:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c4829d1fb6c2720609c7ca584beecbec6c6b2c2",
          "body": "Silence only routine baseline jitter repairs when covariance\nmatrices are made positive definite. Keep material jitter and\neigenvalue clamping warnings visible so users still see repairs\nthat can affect uncertainty estimates or gradients.\n\nMove expected transformed-emulator PSD repairs into local test\nfilters and remove the global pytest filter.",
          "is_bot": false,
          "headline": "Fix PSD warning handling",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-11T21:48:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c164263ddaf150f53ec557b127a79ffbf5a0d294",
          "body": null,
          "is_bot": false,
          "headline": "Add comments",
          "author_name": "Sam Greenbury",
          "author_login": "sgreenbury",
          "committed_at": "2026-05-11T17:59:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 17,
      "commits_last_year": 1306,
      "latest_release_at": "2026-07-07T09:25:05Z",
      "latest_release_tag": "v2.1.2",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 37,
      "days_since_latest_release": 18,
      "mean_days_between_releases": 41.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "autoemulate",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Topic :: Scientific/Engineering"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/autoemulate/",
          "is_deprecated": false,
          "latest_version": "2.1.2",
          "repository_url": "https://github.com/alan-turing-institute/autoemulate",
          "versions_count": 18,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2024-04-02T15:30:25.138950Z",
          "latest_published_at": "2026-07-06T10:28:40.686229Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 19
        }
      ]
    },
    "popularity": {
      "forks": 42,
      "stars": 118,
      "watchers": 5,
      "fork_history": {
        "days": [
          {
            "date": "2024-02-27",
            "count": 1
          },
          {
            "date": "2024-09-03",
            "count": 1
          },
          {
            "date": "2024-11-06",
            "count": 1
          },
          {
            "date": "2025-01-13",
            "count": 1
          },
          {
            "date": "2025-02-12",
            "count": 1
          },
          {
            "date": "2025-02-19",
            "count": 1
          },
          {
            "date": "2025-02-27",
            "count": 1
          },
          {
            "date": "2025-06-02",
            "count": 1
          },
          {
            "date": "2025-06-03",
            "count": 1
          },
          {
            "date": "2025-06-16",
            "count": 1
          },
          {
            "date": "2025-08-01",
            "count": 1
          },
          {
            "date": "2025-08-02",
            "count": 2
          },
          {
            "date": "2025-08-26",
            "count": 1
          },
          {
            "date": "2025-09-03",
            "count": 1
          },
          {
            "date": "2025-09-16",
            "count": 1
          },
          {
            "date": "2025-09-21",
            "count": 1
          },
          {
            "date": "2025-10-03",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 1
          },
          {
            "date": "2025-11-05",
            "count": 2
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2025-11-21",
            "count": 1
          },
          {
            "date": "2025-12-04",
            "count": 1
          },
          {
            "date": "2025-12-17",
            "count": 1
          },
          {
            "date": "2026-01-07",
            "count": 1
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-08",
            "count": 1
          },
          {
            "date": "2026-03-27",
            "count": 2
          },
          {
            "date": "2026-04-05",
            "count": 1
          },
          {
            "date": "2026-04-10",
            "count": 1
          },
          {
            "date": "2026-04-14",
            "count": 1
          },
          {
            "date": "2026-04-21",
            "count": 1
          },
          {
            "date": "2026-04-25",
            "count": 2
          },
          {
            "date": "2026-04-29",
            "count": 1
          },
          {
            "date": "2026-04-30",
            "count": 1
          },
          {
            "date": "2026-05-02",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 1
          },
          {
            "date": "2026-06-03",
            "count": 1
          },
          {
            "date": "2026-07-07",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 42,
        "total_forks": 42
      },
      "star_history": null,
      "open_issues_and_prs": 67
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 50214,
      "source_files_sampled": 113,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "AGENTS.md"
      ],
      "agent_instruction_max_bytes": 4030
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "setuptools",
            "direct": false,
            "version": "68.0.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.8,
            "advisory_ids": [
              "GHSA-5rjg-fvgr-3xxf",
              "GHSA-cx63-2mw6-8hw5",
              "GHSA-h35f-9h28-mq5c",
              "PYSEC-2025-49",
              "PYSEC-2026-1918",
              "PYSEC-2026-3447"
            ],
            "fixed_version": "83.0.0",
            "advisory_count": 6,
            "oldest_advisory_days": 741
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.41.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.1,
            "advisory_ids": [
              "GHSA-8rrh-rw8j-w5fx",
              "PYSEC-2026-2047"
            ],
            "fixed_version": "0.46.2",
            "advisory_count": 2,
            "oldest_advisory_days": 184
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2
        },
        "advisory_count": 8,
        "affected_count": 2,
        "assessed_count": 172,
        "malicious_count": 0,
        "assessed_package": "pypi:autoemulate@2.1.2",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "matplotlib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.7.2"
        },
        {
          "name": "seaborn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.12.2"
        },
        {
          "name": "scikit-learn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.0"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1"
        },
        {
          "name": "torch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1.0"
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.11.3"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24"
        },
        {
          "name": "joblib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.2"
        },
        {
          "name": "tqdm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.66.2"
        },
        {
          "name": "lightgbm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.3.0"
        },
        {
          "name": "ipywidgets",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.1.2"
        },
        {
          "name": "gpytorch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.12"
        },
        {
          "name": "salib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.5.1"
        },
        {
          "name": "torcheval",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.7"
        },
        {
          "name": "anytree",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.12.1"
        },
        {
          "name": "torchmetrics",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.7.1"
        },
        {
          "name": "pyro-ppl",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.9.1"
        },
        {
          "name": "torchrbf",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.1"
        },
        {
          "name": "arviz",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.21.0,<1.0"
        },
        {
          "name": "getdist",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.7.2"
        },
        {
          "name": "einops",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.8.1"
        },
        {
          "name": "harmonic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "anytree",
            "direct": true,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "arviz",
            "direct": true,
            "version": "0.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "einops",
            "direct": true,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "getdist",
            "direct": true,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "gpytorch",
            "direct": true,
            "version": "1.14",
            "ecosystem": "pypi"
          },
          {
            "name": "harmonic",
            "direct": true,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "harmonic",
            "direct": true,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": true,
            "version": "8.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": true,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lightgbm",
            "direct": true,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": true,
            "version": "3.10.5",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": "1.26.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": "2.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyro-ppl",
            "direct": true,
            "version": "1.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "salib",
            "direct": true,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": true,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": true,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": true,
            "version": "1.15.3",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": true,
            "version": "1.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "seaborn",
            "direct": true,
            "version": "0.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": true,
            "version": "2.11.0+cu126",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": true,
            "version": "2.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "torcheval",
            "direct": true,
            "version": "0.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "torchmetrics",
            "direct": true,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "torchrbf",
            "direct": true,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": true,
            "version": "4.67.1",
            "ecosystem": "pypi"
          },
          {
            "name": "absl-py",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "accessible-pygments",
            "direct": false,
            "version": "0.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "aiofiles",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "0.7.16",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "appnope",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi-bindings",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "arrow",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asciitree",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-lru",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "autoemulate",
            "direct": false,
            "version": "1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "autoemulate",
            "direct": false,
            "version": "2.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bleach",
            "direct": false,
            "version": "6.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.7.14",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "chex",
            "direct": false,
            "version": "0.1.90",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "colorlog",
            "direct": false,
            "version": "6.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "configmypy",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "crc32c",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-bindings",
            "direct": false,
            "version": "12.9.6",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-pathfinder",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cuda-toolkit",
            "direct": false,
            "version": "12.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cython",
            "direct": false,
            "version": "3.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "dataclasses-json",
            "direct": false,
            "version": "0.6.7",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.15",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "defusedxml",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distrax",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "distrax",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "dm-tree",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "donfig",
            "direct": false,
            "version": "0.8.1.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "etils",
            "direct": false,
            "version": "1.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "etils",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fasteners",
            "direct": false,
            "version": "0.20",
            "ecosystem": "pypi"
          },
          {
            "name": "fastjsonschema",
            "direct": false,
            "version": "2.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flax",
            "direct": false,
            "version": "0.10.7",
            "ecosystem": "pypi"
          },
          {
            "name": "flax",
            "direct": false,
            "version": "0.12.6",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.59.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fqdn",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2025.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": "2025.7.19",
            "ecosystem": "pypi"
          },
          {
            "name": "gast",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.45",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h5netcdf",
            "direct": false,
            "version": "1.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "h5py",
            "direct": false,
            "version": "3.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "humanize",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.12",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-resources",
            "direct": false,
            "version": "6.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": "6.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isoduration",
            "direct": false,
            "version": "20.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jax",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jax",
            "direct": false,
            "version": "0.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaxlib",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaxlib",
            "direct": false,
            "version": "0.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaxtyping",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "json5",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-book",
            "direct": false,
            "version": "1.0.4.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-cache",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": false,
            "version": "8.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-console",
            "direct": false,
            "version": "6.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-events",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-lsp",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server-terminals",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab",
            "direct": false,
            "version": "4.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-pygments",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-server",
            "direct": false,
            "version": "2.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.4.8",
            "ecosystem": "pypi"
          },
          {
            "name": "lark",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "latexcodec",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lightning-utilities",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "linear-operator",
            "direct": false,
            "version": "0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "linkify-it-py",
            "direct": false,
            "version": "2.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": false,
            "version": "3.26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistune",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mizani",
            "direct": false,
            "version": "0.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "ml-dtypes",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "modularcirc",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "multiprocess",
            "direct": false,
            "version": "0.70.18",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-nb",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-parser",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": "7.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": "5.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "neuraloperator",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook",
            "direct": false,
            "version": "7.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook-shim",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numcodecs",
            "direct": false,
            "version": "0.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "numcodecs",
            "direct": false,
            "version": "0.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cublas-cu12",
            "direct": false,
            "version": "12.6.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-cupti-cu12",
            "direct": false,
            "version": "12.6.80",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-nvrtc-cu12",
            "direct": false,
            "version": "12.6.85",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-runtime-cu12",
            "direct": false,
            "version": "12.6.77",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cudnn-cu12",
            "direct": false,
            "version": "9.10.2.21",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufft-cu12",
            "direct": false,
            "version": "11.3.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufile-cu12",
            "direct": false,
            "version": "1.11.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-curand-cu12",
            "direct": false,
            "version": "10.3.7.77",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusolver-cu12",
            "direct": false,
            "version": "11.7.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparse-cu12",
            "direct": false,
            "version": "12.5.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparselt-cu12",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nccl-cu12",
            "direct": false,
            "version": "2.28.9",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvjitlink-cu12",
            "direct": false,
            "version": "12.6.85",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvshmem-cu12",
            "direct": false,
            "version": "3.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvtx-cu12",
            "direct": false,
            "version": "12.6.77",
            "ecosystem": "pypi"
          },
          {
            "name": "opt-einsum",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "optax",
            "direct": false,
            "version": "0.2.8",
            "ecosystem": "pypi"
          },
          {
            "name": "orbax-checkpoint",
            "direct": false,
            "version": "0.11.33",
            "ecosystem": "pypi"
          },
          {
            "name": "orbax-export",
            "direct": false,
            "version": "0.0.8",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandocfilters",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "patsy",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "11.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.3.8",
            "ecosystem": "pypi"
          },
          {
            "name": "plotnine",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.51",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.31.1",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pybtex",
            "direct": false,
            "version": "0.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pybtex-docutils",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.22",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.11.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.33.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydata-sphinx-theme",
            "direct": false,
            "version": "0.15.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.405",
            "ecosystem": "pypi"
          },
          {
            "name": "pyro-api",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "6.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pywinpty",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.36.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.32.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3339-validator",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986-validator",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3987-syntax",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "14.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruamel-yaml",
            "direct": false,
            "version": "0.18.14",
            "ecosystem": "pypi"
          },
          {
            "name": "ruamel-yaml-clib",
            "direct": false,
            "version": "0.2.12",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.12.11",
            "ecosystem": "pypi"
          },
          {
            "name": "send2trash",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sentry-sdk",
            "direct": false,
            "version": "2.34.1",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "68.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools-scm",
            "direct": false,
            "version": "9.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "simplejson",
            "direct": false,
            "version": "3.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.7",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "7.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-autodoc-typehints",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-basic-ng",
            "direct": false,
            "version": "1.0.0b2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-book-theme",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-comments",
            "direct": false,
            "version": "0.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-external-toc",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-jupyterbook-latex",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-multitoc-numbering",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-thebe",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-togglebutton",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-bibtex",
            "direct": false,
            "version": "2.6.5",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": "2.0.42",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "statsmodels",
            "direct": false,
            "version": "0.14.5",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorflow-probability",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorly",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorly-torch",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorstore",
            "direct": false,
            "version": "0.1.78",
            "ecosystem": "pypi"
          },
          {
            "name": "tensorstore",
            "direct": false,
            "version": "0.1.82",
            "ecosystem": "pypi"
          },
          {
            "name": "terminado",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tfp-nightly",
            "direct": false,
            "version": "0.26.0.dev20260325",
            "ecosystem": "pypi"
          },
          {
            "name": "the-well",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "threadpoolctl",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tinycss2",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "toolz",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "torch-harmonics",
            "direct": false,
            "version": "0.7.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "treescope",
            "direct": false,
            "version": "0.1.10",
            "ecosystem": "pypi"
          },
          {
            "name": "triton",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspect",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "uc-micro-py",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "uri-template",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvloop",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "20.32.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wadler-lindig",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "wandb",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.2.13",
            "ecosystem": "pypi"
          },
          {
            "name": "webcolors",
            "direct": false,
            "version": "25.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "webencodings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.41.0",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.14",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "xarray",
            "direct": false,
            "version": "2025.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "xarray",
            "direct": false,
            "version": "2025.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "xarray-einstats",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "xarray-einstats",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "zarr",
            "direct": false,
            "version": "2.18.3",
            "ecosystem": "pypi"
          },
          {
            "name": "zarr",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 316,
        "direct_count": 27,
        "indirect_count": 289
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 7,
        "merged_prs": 453,
        "open_issues": 60,
        "closed_ratio": 0.883,
        "closed_issues": 454,
        "closed_unmerged_prs": 39
      },
      "bus_factor": 2,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "radka-j",
          "commits": 1139,
          "avatar_url": "https://avatars.githubusercontent.com/u/29207091?v=4"
        },
        {
          "type": "User",
          "login": "sgreenbury",
          "commits": 975,
          "avatar_url": "https://avatars.githubusercontent.com/u/50113363?v=4"
        },
        {
          "type": "User",
          "login": "mastoffel",
          "commits": 646,
          "avatar_url": "https://avatars.githubusercontent.com/u/7348440?v=4"
        },
        {
          "type": "User",
          "login": "edwardchalstrey1",
          "commits": 637,
          "avatar_url": "https://avatars.githubusercontent.com/u/5486164?v=4"
        },
        {
          "type": "User",
          "login": "marjanfamili",
          "commits": 165,
          "avatar_url": "https://avatars.githubusercontent.com/u/44607686?v=4"
        },
        {
          "type": "User",
          "login": "EdwinB12",
          "commits": 111,
          "avatar_url": "https://avatars.githubusercontent.com/u/64434531?v=4"
        },
        {
          "type": "User",
          "login": "cisprague",
          "commits": 51,
          "avatar_url": "https://avatars.githubusercontent.com/u/17131395?v=4"
        },
        {
          "type": "User",
          "login": "kallewesterling",
          "commits": 49,
          "avatar_url": "https://avatars.githubusercontent.com/u/7298727?v=4"
        },
        {
          "type": "User",
          "login": "crangelsmith",
          "commits": 44,
          "avatar_url": "https://avatars.githubusercontent.com/u/11162074?v=4"
        },
        {
          "type": "User",
          "login": "ContiPaolo",
          "commits": 39,
          "avatar_url": "https://avatars.githubusercontent.com/u/51111500?v=4"
        }
      ],
      "contributors_sampled": 24,
      "top_contributor_share": 0.289
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yaml",
        "docs.yaml",
        "github-repo-stats.yml",
        "precommit.yaml",
        "release.yaml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "9 out of 9 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 26 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "109 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "0168b27d4f13bc625a37a67ccc98b47366e1e61d",
        "ran_at": "2026-07-26T08:34:24Z",
        "aggregate_score": 4.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-25T23:20:17Z",
      "oldest_open_prs": [
        {
          "number": 655,
          "created_at": "2025-07-28T12:05:09Z",
          "last_comment_at": "2025-07-28T18:15:50Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 763,
          "created_at": "2025-08-21T11:15:41Z",
          "last_comment_at": "2025-10-09T15:02:44Z",
          "last_comment_author": "sgreenbury"
        },
        {
          "number": 956,
          "created_at": "2026-01-26T15:47:11Z",
          "last_comment_at": "2026-02-13T10:03:41Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 967,
          "created_at": "2026-03-01T12:28:13Z",
          "last_comment_at": "2026-03-04T10:41:09Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 1008,
          "created_at": "2026-05-14T19:20:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1012,
          "created_at": "2026-05-28T13:41:42Z",
          "last_comment_at": "2026-06-05T07:28:53Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 1013,
          "created_at": "2026-06-03T12:22:07Z",
          "last_comment_at": "2026-06-18T09:45:28Z",
          "last_comment_author": "radka-j"
        }
      ],
      "last_merged_pr_at": "2026-07-14T09:56:10Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 313,
          "created_at": "2025-02-28T06:24:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 314,
          "created_at": "2025-03-03T09:43:14Z",
          "last_comment_at": "2025-06-27T14:14:57Z",
          "last_comment_author": "edwardchalstrey1"
        },
        {
          "number": 410,
          "created_at": "2025-04-22T10:19:55Z",
          "last_comment_at": "2025-06-26T07:57:47Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 434,
          "created_at": "2025-04-29T08:27:58Z",
          "last_comment_at": "2025-08-20T12:15:24Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 470,
          "created_at": "2025-05-14T14:23:50Z",
          "last_comment_at": "2025-07-15T07:48:57Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 480,
          "created_at": "2025-05-22T10:13:12Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 486,
          "created_at": "2025-05-23T15:14:07Z",
          "last_comment_at": "2025-07-14T14:32:05Z",
          "last_comment_author": "sgreenbury"
        },
        {
          "number": 491,
          "created_at": "2025-05-28T14:19:30Z",
          "last_comment_at": "2025-05-28T14:27:07Z",
          "last_comment_author": "edwardchalstrey1"
        },
        {
          "number": 497,
          "created_at": "2025-06-02T12:00:10Z",
          "last_comment_at": "2025-06-02T12:04:55Z",
          "last_comment_author": "marjanfamili"
        },
        {
          "number": 513,
          "created_at": "2025-06-06T13:55:57Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 514,
          "created_at": "2025-06-06T14:18:43Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 517,
          "created_at": "2025-06-10T09:34:39Z",
          "last_comment_at": "2025-10-15T16:00:44Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 537,
          "created_at": "2025-06-16T17:54:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 550,
          "created_at": "2025-06-18T16:53:55Z",
          "last_comment_at": "2025-06-30T10:15:27Z",
          "last_comment_author": "radka-j"
        },
        {
          "number": 563,
          "created_at": "2025-06-24T08:12:39Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 578,
          "created_at": "2025-06-27T16:19:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 589,
          "created_at": "2025-07-04T09:51:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 596,
          "created_at": "2025-07-07T09:02:40Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 597,
          "created_at": "2025-07-07T09:24:23Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 601,
          "created_at": "2025-07-07T14:58:56Z",
          "last_comment_at": "2025-09-30T14:31:00Z",
          "last_comment_author": "radka-j"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/alan-turing-institute/autoemulate",
    "host": "github.com",
    "name": "autoemulate",
    "owner": "alan-turing-institute"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 79,
      "inputs": {
        "security": 52,
        "vitality": 94,
        "community": 66,
        "governance": 82,
        "engineering": 90
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 94,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "commits_last_year": 1306,
              "human_commit_share": 0.88,
              "days_since_last_push": 0,
              "active_weeks_last_year": 37
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "37/52 weeks with commits",
                "points": 25.6,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 37
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "1306 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 1306
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 17,
              "latest_release_tag": "v2.1.2",
              "releases_from_tags": false,
              "days_since_latest_release": 18,
              "mean_days_between_releases": 41.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "17 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 18 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 18
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~41.9 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 41.9
                    }
                  }
                ],
                "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": 11,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 11 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 66,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "forks": 42,
              "stars": 118,
              "watchers": 5,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "118 stars",
                "points": 33.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 118
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "42 forks",
                "points": 13.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 42
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "5 watchers",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 82,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 24,
              "top_contributor_share": 0.289
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 29% of commits",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 29
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "24 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 26 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "merged_prs": 453,
              "open_issues": 60,
              "closed_issues": 454,
              "issue_closed_ratio": 0.883,
              "closed_unmerged_prs": 39
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "88% of issues closed",
                "points": 41.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "453/492 decided PRs merged",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 453,
                      "decided": 492
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "followers": 1007,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "alan-turing-institute",
              "public_repos": 657,
              "account_age_days": 3762
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "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": "1,007 followers of alan-turing-institute",
                "points": 21.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1007,
                      "login": "alan-turing-institute"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "657 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 657
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "autoemulate"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 19
            },
            "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 19 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 19
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "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": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "9 out of 9 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": 85,
            "inputs": {
              "topics": [
                "hut23",
                "hut23-1468",
                "emulation",
                "pytorch",
                "active-learning",
                "calibration",
                "gaussian-processes",
                "mcmc",
                "sensitivity-analysis",
                "uncertainty-quantification",
                "ensemble",
                "history-matching",
                "neural-networks",
                "aiphys"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "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",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 9 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 26 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 15 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "109 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:autoemulate@2.1.2 runtime dependency closure — what installing the published package pulls in — 172 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:autoemulate@2.1.2",
                  "assessed": 172
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "source": "osv",
              "advisories": 8,
              "affected_packages": 2,
              "assessed_packages": 172,
              "unassessed_packages": 0,
              "affected_by_severity": "high 2",
              "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": "2 affected: setuptools 68.0.0 (high 8.8), wheel 0.41.0 (high 7.1)",
                "points": 6.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "setuptools 68.0.0 (high 8.8), wheel 0.41.0 (high 7.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 741 days ago",
                "points": 28.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 2,
                      "oldest": 741
                    }
                  }
                ],
                "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": 172,
              "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": 10
            },
            "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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.466,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 4030
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "41 of 88 human commits state their intent (structured subject or explanatory body)",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 41,
                      "sampled": 88
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 50214,
              "source_files_sampled": 113,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/113 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 113,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T08:34:53.961088Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alan-turing-institute/autoemulate.svg",
  "full_name": "alan-turing-institute/autoemulate",
  "license_state": "standard",
  "license_spdx": "MIT"
}