PierreGtch / moabb

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 14 paquetes directos y 9 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Instalar pypi:moabb@1.5.0 arrastra 53 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

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.

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      "homepage": "https://neurotechx.github.io/moabb/",
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      "pushed_at": "2025-12-28T09:42:12Z",
      "created_at": "2022-05-09T13:32:44Z",
      "owner_type": "User",
      "updated_at": "2022-06-23T10:46:32Z",
      "description": "Mother of All BCI Benchmarks",
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      "blog": "https://pierregtch.github.io",
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          "oid": "4de985840b14aed9fb23dd2dbbc08fcc21835eea",
          "body": "* Add depreciation decorator\r\n\r\n* Update test_dataset_list\r\n\r\n* Ignore aliases in test_dataset_list\r\n\r\n* Add is_abreviation function\r\n\r\n* Add tests for is_abreviation and is-camel-kebab_case\r\n\r\n* Rename is_abbrev\r\n\r\n* Fix dashes in is_abbrev\r\n\r\n* Fix error message\r\n\r\n* Update BNCI datasets names and\n[…]\nt lines\r\n\r\n* Fix note formatting\r\n\r\n* Update SSVEPExo name and code to Kalunga2016\r\n\r\n---------\r\n\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>\r\nCo-authored-by: Sara Sedlar <sara.sedlar@gmail.com>",
          "is_bot": false,
          "headline": "Normalize dataset names (#455)",
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          "body": "* Add possibility to have non-http downloaders; keeping certificate check off in http downloaders (not suggested)\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* Update whats_new.rst\r\n\r\n---------\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
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          "headline": "dataset download fix (#433)",
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          "body": "* Check if dataset code is camel case\r\n\r\n* Update BIDS cache location\r\n\r\n* Update FakeDataset code\r\n\r\n* Add test init datasets\r\n\r\n* Remove spaces from dataset codes\r\n\r\n* Remove tailing \"dataset\" from dataset codes\r\n\r\n* Standardize tailing paradigm in codes with separating dash\r\n\r\n* Relax dataset nam\n[…]\n* Fix hardcoded dataset codes\r\n\r\n* Fix dataset name in tutorial_4_adding_a_dataset.py\r\n\r\n* Fix dataset codes in examples\r\n\r\n* Small fix\r\n\r\n---------\r\n\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Dataset codes (#448)",
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          "body": "* Fix comment fixed_interval example\n\n* Move references to the end of BIDS tutorial",
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          "headline": "Small changes to tutorials (#456)",
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          "oid": "01e289933507a064883019e04f07c746cefdf741",
          "body": "* FIX empty dataset_list in python3.10\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\n* DOC add what's new entry\n\n- FIX comment position due to pre-commit messing with the files\n\n---------\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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          "headline": "FIX empty dataset_list in python3.10 (#449)",
          "author_name": "Thomas Moreau",
          "author_login": "tomMoral",
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          "headline": "Add details in docstrings in bids_interface.py (#442)",
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          "oid": "946372e70db3a9f88c5a2ef38121a58cc166bb92",
          "body": "* Updating the whats_new.rst and fixing the dataset list\r\n\r\n* Improving the pre-commit\r\n\r\n* Improving the pre-commit\r\n\r\n* changing permision file\r\n\r\n* changing other files permission\r\n\r\n* changing other files permission\r\n\r\n* Fixing the yaml files with yamllint\r\n\r\n* Removing the double quoted string \n[…]\ning the docs checkers. Not pratical.\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n---------\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
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          "headline": "Improve pre commit configuration, docs check (#440)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
          "committed_at": "2023-08-01T11:12:43Z",
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          "oid": "4ab1d3cd58a8d7182c322054e0862f4e4a9a9e43",
          "body": "…ls, fixing some bugs and more (#408)\n\n* Update dependencies\r\n\r\n* First draft (cant handle multi bands)\r\n\r\n* Fix process_raw when multiple filters\r\n\r\n* Reorganise structure\r\n\r\n* Fix consistency\r\n\r\n* Change logic\r\n\r\n* Use BIDSPath.rm\r\n\r\n* Fix filter missing key padlen\r\n\r\n* Fix __le__ comparison with \n[…]\nixing formation\r\n\r\n* Adding more comments and docs\r\n\r\n* fixing E501\r\n\r\n* pylinting\r\n\r\n* fixing line size\r\n\r\n* pylinter\r\n\r\n* Fixing docs\r\n\r\n---------\r\n\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Re-structuring the moabb core, implementing caching, creating tutoria…",
          "author_name": "PierreGtch",
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          "body": "* Updating the whats_new.rst and fixing the dataset list\r\n\r\n* Improving the pre-commit\r\n\r\n* Improving the pre-commit\r\n\r\n* changing permision file\r\n\r\n* changing other files permission\r\n\r\n* changing other files permission\r\n\r\n* Fixing the yaml files with yamllint\r\n\r\n* Removing the double quoted string fixer\r\n\r\n* Ignoring the E501\r\n\r\n* Removing autopep8\r\n\r\n* Fixing typos\r\n\r\n* install pip",
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          "headline": "Improve pre-commit (#435)",
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          "body": "…ransform calls (#426)\n\n* Fixed bug in BraindecodeDatasetLoader where the transform method would incorrectly always discard its optional y argument in favor of self.y instead of using the cached self.y only when y is None\n\n* Updating the whats_new.rst and adding testing\n\n---------\n\nCo-authored-by: bruAristimunha <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Fixed bug in BraindecodeDatasetLoader where incorrect y was used in t…",
          "author_name": "Kaos9001",
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          "committed_at": "2023-07-20T20:07:28Z",
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          "body": "Co-authored-by: Igor Carrara <94047258+carraraig@users.noreply.github.com>",
          "is_bot": false,
          "headline": "speeding the augmentation method (#420)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
          "committed_at": "2023-07-12T09:02:25Z",
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          "headline": "Updating the whats_new.rst and fixing the dataset list (#423)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
          "committed_at": "2023-07-11T20:57:11Z",
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          "oid": "37f3618bec31930295d625bb0fa6a16f0ee9afeb",
          "body": "* Change extraction of events from annotations if there is no stim_channel\r\n\r\n* Update event dictionary and class docstrings\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* Add mapping of old annotation description to 'Target'/'NonTarget'\r\n\r\n* [pre-commit.ci] auto fixes from pre-commi\n[…]\ned-by: Sara Sedlar <ssedlar@titanic-master.saclay.inria.fr>\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "P300 annotations (#396)",
          "author_name": "Sara Sedlar",
          "author_login": "Sara04",
          "committed_at": "2023-07-11T15:11:46Z",
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          "oid": "4fa6a3c376d773349afeeedb8c059719d6bdf73c",
          "body": "* Add exist_ok=True flag in mkdir\r\n\r\n* Updating the whats_new.rst\r\n\r\n---------\r\n\r\nCo-authored-by: Sara Sedlar <ssedlar@titanic-master.saclay.inria.fr>\r\nCo-authored-by: bruAristimunha <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Multithread mkdir (#421)",
          "author_name": "Sara Sedlar",
          "author_login": "Sara04",
          "committed_at": "2023-07-11T12:18:08Z",
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          "oid": "b50a12d6083dd33e10c53418dfe51bde2da401e6",
          "body": "updates:\r\n- [github.com/pre-commit/mirrors-prettier: v3.0.0-alpha.6 → v3.0.0-alpha.9-for-vscode](https://github.com/pre-commit/mirrors-prettier/compare/v3.0.0-alpha.6...v3.0.0-alpha.9-for-vscode)\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": true,
          "headline": "[pre-commit.ci] pre-commit autoupdate (#415)",
          "author_name": "pre-commit-ci[bot]",
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          "body": null,
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          "headline": "Update README.md: removed space to fix hyperlink (#418)",
          "author_name": "Eli Simhayev",
          "author_login": "elisim",
          "committed_at": "2023-07-09T21:59:13Z",
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        {
          "oid": "e3b520a4215c088df5eb2eaee7c45c18689b26af",
          "body": "* Go shopping dataset (#3)\r\n\r\n* Introduce Go-Shopping dataset: tutorial, tests, and children with bi illiteracy\r\n* add block_rep method\r\n* add spd method to restingstate\r\n* fix number of subject in VirtualReality\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* flake8\r\n\r\n* flake8 bis\r\n\n[…]\nmit.ci] auto fixes from pre-commit.com hooks\r\n\r\n---------\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "CompoundDataset (#410)",
          "author_name": "gcattan",
          "author_login": "gcattan",
          "committed_at": "2023-07-08T14:08:11Z",
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          "oid": "75217a870b3d0a554faf2a3f1972034d2b2edc2d",
          "body": "* Test impact of resample on EEGNet\r\n\r\n* Update pipeline name\r\n\r\n* Solve the resampling for Both keras and Pytorch model.\r\n\r\nThe resampling frequency are set to:\r\nEEGNetv4: 128\r\nDeep4Net/DeepConvNet: 250\r\nShallowFBCSPNet: 250\r\nEEGInception: 128\r\nEEGTCNet: 250\r\nEEGNeX: 128\r\n\r\nI have changed the imple\n[…]\n Bru <a.bruno@aluno.ufabc.edu.br>\r\nCo-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": "Resample before DL pipelines (#406)",
          "author_name": "PierreGtch",
          "author_login": "PierreGtch",
          "committed_at": "2023-07-04T13:46:34Z",
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          "oid": "00c1e1248dcad477d19573bbb59a501f35a56a7a",
          "body": "* Updating README.md\r\n\r\n* Fixing the import with fakedaset",
          "is_bot": false,
          "headline": "Fixing small import issue (#414)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
          "committed_at": "2023-07-03T14:38:38Z",
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          "oid": "ce990b2b75ca0b66b570245a1094b645ef2e5e46",
          "body": "* Fix #383\r\n\r\n* Update whats_new.rst",
          "is_bot": false,
          "headline": "Fix MNEBNCI data_path (#412)",
          "author_name": "PierreGtch",
          "author_login": "PierreGtch",
          "committed_at": "2023-06-29T12:29:29Z",
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          "oid": "d4f23b68e8d071ea4b6db86d595f95827208e503",
          "body": "* Update CONTRIBUTING.md for Dee-learning\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n---------\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Update CONTRIBUTING.md for deeplaerning dependancies  (#407)",
          "author_name": "PierreGtch",
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          "committed_at": "2023-06-26T17:03:59Z",
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        {
          "oid": "a6e726d9d1bb47b7ba137ad88b97d9b2c95eaa6e",
          "body": "* Updating README.md\r\n\r\n* Removing verify given SSLError\r\n\r\n* Updating the whats_new.rst",
          "is_bot": false,
          "headline": "SSL error (#409)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
          "committed_at": "2023-06-26T14:32:49Z",
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        {
          "oid": "189420a435dbf13bc5b21617ce4f17864ff8d0e0",
          "body": "* Update PhysionetMI\r\n\r\nFixes #387\r\n\r\n* Update whats_new.rst\r\n\r\n---------\r\n\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>",
          "is_bot": false,
          "headline": "Save PhysionetMI parameters (#403)",
          "author_name": "PierreGtch",
          "author_login": "PierreGtch",
          "committed_at": "2023-06-23T10:04:43Z",
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          "oid": "2b38df295bc8c79d7c7742f18c92368c7cfdadcf",
          "body": "* Updating README.md\r\n\r\n* Adding new saving\r\n\r\n* Adding new saving model\r\n\r\n* Adding new functions\r\n\r\n* updating the models doc\r\n\r\n* updating the models and evaluations\r\n\r\n* Update moabb/evaluations/evaluations.py\r\n\r\n* Generatic type\r\n\r\n* adding if\r\n\r\n* Adding saving the best and changing the saving\n[…]\ng new tests\r\n\r\n* Updating whats new file\r\n\r\n---------\r\n\r\nCo-authored-by: CARRARA Igor <igor.carrara@inria.fr>\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Saving the model (#401)",
          "author_name": "Bru",
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          "committed_at": "2023-06-22T20:02:27Z",
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          "oid": "2821954cf91360c042fb625cdedf4283c0b938e9",
          "body": "* In some places, the virtual reality dataset code was wrong.\n\n* fix: PC data not downloading.\nfix: inversion 12 blocks of 5 repetitions\n\n* push example from Pedro\n\n* fix error with datframe initialization\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\n* add whats new\n\n* add test\n\n* [pre-c\n[…]\nommit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": "Resting state with dataset and example (#400)",
          "author_name": "gcattan",
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          "committed_at": "2023-06-22T10:22:36Z",
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          "body": "* In some places, the virtual reality dataset code was wrong.\r\n\r\n* fix: PC data not downloading.\r\nfix: inversion 12 blocks of 5 repetitions\r\n\r\n* push example from Pedro\r\n\r\n* fix error with datframe initialization\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* add whats new\r\n\r\n* add t\n[…]\nmit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
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          "headline": "Rename event in Shin2017B - Fixes #388 (#397)",
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          "headline": "Parallel evaluation (Cross-Session, Within-Session) (#364)",
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          "author_login": "bruAristimunha",
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          "body": "* Resore subject 32 46 and 49 of Cho2017 dataset\r\n\r\n* Resore subject 32 46 and 49 of Cho2017 dataset",
          "is_bot": false,
          "headline": "Restore subject 32 46 and 49 of Cho2017 dataset (#392)",
          "author_name": "Igor Carrara",
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          "is_bot": false,
          "headline": "build: change master test (#380)",
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          "body": "* update to v0.5.0\r\n\r\n* fix: updating docstring with version added\r\n\r\n* build: update requirements\r\n\r\n---------\r\n\r\nCo-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": "release v0.5.0  (#378)",
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          "headline": "Pipelines for MsetCCA SSVEP, TRCA SSVEP, and others (#368)",
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          "is_bot": false,
          "headline": "Adding redundancy deployment on web page (#373)",
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          "body": "* fix dropped epochs\r\n\r\n* add metadata field to epochs\r\n\r\n* update whats_new",
          "is_bot": false,
          "headline": "Fix dropped epochs (#371)",
          "author_name": "PierreGtch",
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          "headline": "MsetCCA SSVEP classification + example (#359)",
          "author_name": "Emmanuel Kalunga",
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          "headline": "Speeding the AUG Method (#365)",
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          "author_login": "bruAristimunha",
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          "body": "…#362)\n\n* Adding Data Description to Huebner2017, Huebner2018, Sosulski2019 #361\r\n\r\n* fixing space\r\n\r\n---------\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": " Adding Data Description to Huebner2017, Huebner2018, Sosulski2019  (…",
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          "oid": "71409245ba0e896acb70db99904ed0b5193d310d",
          "body": "* Fixing circular import\r\n\r\n* Reducing min numpy version because of tensorflow\r\n\r\n* Reducing max numpy version because of colab\r\n\r\n* testing in new env\r\n\r\n* numpy == 1.23\r\n\r\n* fixing conflict with colab GPU",
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          "headline": "Fixing circular import (#363)",
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          "oid": "58cc2459d3a10152a48729db662f5e9aff151a1c",
          "body": "* add virtual reality dataset\r\n\r\n* add utils function\r\n\r\n* add dataset to doc and init files\r\n\r\n* Update braininvaders.py\r\n\r\n* Update braininvaders.py\r\n\r\n* Update braininvaders.py\r\n\r\n* Update braininvaders.py\r\n\r\n* Update braininvaders.py\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n*\n[…]\nmit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Bru <a.bruno@aluno.ufabc.edu.br>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
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          "headline": "[Dataset] Brain Invaders dataset with VR/PC display (#358)",
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          "body": "* Testing\r\n\r\n* moving dep as optional\r\n\r\n* Refactoring README.md\r\n\r\n* Adding logo to doc\r\n\r\n* Changing index\r\n\r\n* draft\r\n\r\n* WIP\r\n\r\n* Adding new install section\r\n\r\n* Adding installation module\r\n\r\n* adding shinx_design\r\n\r\n* updating install script\r\n\r\n* massive reformating\r\n\r\n* install from source\r\n\r\n\n[…]\nersite-paris-saclay.fr>\r\n\r\n* Adding bibtex\r\n\r\n* Fixing headers\r\n\r\n* changing index\r\n\r\n* adding readme\r\n\r\n---------\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
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          "headline": "New theme, PyData (#353)",
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          "oid": "241c8c2643a269e5f1fccbe28c76e831dda4a0f8",
          "body": "* Adding braindecode object as a pipeline.\r\n\r\n* Adding in init file and changing the name.\r\n\r\n* Adding new pipeline.\r\n\r\n* Adding new dependence, braindecode\r\n\r\n* Adding new dependence, torch\r\n\r\n* Updating the dependencies, set as optional.\r\n\r\n* Setting the Valid Split to the new pipeline.\r\n\r\n* resto\n[…]\nci[bot]@users.noreply.github.com>\r\nCo-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
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          "headline": "Adding Braindecode pipeline (#328)",
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          "author_login": "bruAristimunha",
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          "body": "* Example CodeCarbon\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\n* Example CodeCarbon\n\n* Example CodeCarbon\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\n* Example CodeCarbon\n\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\n\n* Example CodeCarbon\n\n* [pre-commit.ci] auto\n[…]\nt] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: bruAristimunha <a.bruno@aluno.ufabc.edu.br>\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
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          "headline": "Example CodeCarbon (#356)",
          "author_name": "Igor Carrara",
          "author_login": "carraraig",
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          "headline": "Removing the CI (#357)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
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          "oid": "843b32ffea57a9d69f718123ff829635688588d8",
          "body": "updates:\n- [github.com/psf/black: 23.1.0 → 23.3.0](https://github.com/psf/black/compare/23.1.0...23.3.0)\n- [github.com/pre-commit/mirrors-prettier: v3.0.0-alpha.4 → v3.0.0-alpha.6](https://github.com/pre-commit/mirrors-prettier/compare/v3.0.0-alpha.4...v3.0.0-alpha.6)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[pre-commit.ci] pre-commit autoupdate (#355)",
          "author_name": "pre-commit-ci[bot]",
          "author_login": "pre-commit-ci[bot]",
          "committed_at": "2023-04-04T13:56:50Z",
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          "body": "* Add .circleci/config.yml\r\n\r\n* Add .circleci/config.yml\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n---------\r\n\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Circleci project setup (#354)",
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          "author_login": "bruAristimunha",
          "committed_at": "2023-03-31T12:41:27Z",
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          "body": "Co-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": "correct title (#351)",
          "author_name": "Sylvain Chevallier",
          "author_login": "sylvchev",
          "committed_at": "2023-03-28T11:38:50Z",
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          "body": "* Add CodeCarbon for each pipeline\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* adding codecarbon in the requirement\r\n\r\n* Updating poetry files\r\n\r\n* Change test setting output column from 8 to 9\r\n\r\n* Change test setting output column from 8 to 9\r\n\r\n* changing to a dict\r\n\r\n* Change \n[…]\nunha <a.bruno@aluno.ufabc.edu.br>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>\r\nCo-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>",
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          "headline": "CodeCarbon (#350)",
          "author_name": "Igor Carrara",
          "author_login": "carraraig",
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          "oid": "56b343c951aa4fdf03f0b197d7fb1f310c2e03a1",
          "body": "* Delete:\r\n- CSP_svm_search.py\r\n- regCSP+shLDA_grid.yml\r\n- TSSVM.py\r\n\r\n* Change LogVar.py to LogVar_grid.yml\r\n\r\n* Update pipelines/LogVar_grid.yml\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* fix:\n[…]\nniversite-paris-saclay.fr>\r\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\r\nCo-authored-by: Sylvain Chevallier <sylain.chevallier@universite-paris-saclay.fr>",
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          "headline": "Cleaning Pipeline (#349)",
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          "is_bot": false,
          "headline": "Disable coverage patch (#346)",
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          "headline": "Fix dataset downloading errors (#318)",
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          "is_bot": true,
          "headline": "[pre-commit.ci] pre-commit autoupdate (#316)",
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          "headline": "Benchmark function (#264)",
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          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.0.1 to 9.3.0.\r\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\r\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/python-pillow/Pillow/compare/9.0.1...9.3.0)\r\n[…]\n\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "Bump pillow from 9.0.1 to 9.3.0 (#310)",
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          "body": "Bumps [joblib](https://github.com/joblib/joblib) from 1.1.0 to 1.2.0.\r\n- [Release notes](https://github.com/joblib/joblib/releases)\r\n- [Changelog](https://github.com/joblib/joblib/blob/master/CHANGES.rst)\r\n- [Commits](https://github.com/joblib/joblib/compare/1.1.0...1.2.0)\r\n\r\n---\r\nupdated-dependenci\n[…]\n\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "* _simplify_names issues\r\n\r\n- Added check for uniqueness wherever _simplify_names is used\r\n- More standardized naming for SSVEP datasets\r\n\r\n* Update ssvep_mamem.py\r\n\r\n* Update ssvep_mamem.py\r\n\r\n* Update whats_new.rst\r\n\r\n* search for doc generation problem\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
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          "headline": "Hotfix _simplify_names (#306)",
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          "body": "* do not add explicitely events\r\n\r\n* Lee2019 event assignation",
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          "headline": "Correct Lee dataset loading (#298)",
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          "headline": "remove unnecessary indents (#297)",
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          "headline": "Fix typo (#293)",
          "author_name": "yosider",
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        "poetry.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": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "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": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "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": 0,
            "reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "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": "no SAST tool detected",
            "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": "117 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "4de985840b14aed9fb23dd2dbbc08fcc21835eea",
        "ran_at": "2026-07-26T07:56:48Z",
        "aggregate_score": 2.5,
        "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": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-08-11T09:04:38Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/PierreGtch/moabb",
    "host": "github.com",
    "name": "moabb",
    "owner": "PierreGtch"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.",
      "notes": [
        {
          "code": "jurisdiction_overall_adjustment",
          "params": {
            "cap": 49,
            "pct": 50
          }
        }
      ],
      "value": 20,
      "inputs": {
        "security": 30,
        "vitality": 12,
        "community": 12,
        "governance": 68,
        "engineering": 75,
        "high_risk_jurisdiction_cap": 49,
        "high_risk_jurisdiction_multiplier": 50,
        "weighted_overall_before_jurisdiction": 41,
        "overall_after_jurisdiction_multiplier": 20
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 12,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 4,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 0.94,
              "days_since_last_push": 209,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 209 days ago",
                "points": 3.6,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 209
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "critical",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 24,
            "inputs": {
              "releases_count": 4,
              "latest_release_tag": "v0.4.6",
              "releases_from_tags": true,
              "days_since_latest_release": 1570,
              "mean_days_between_releases": 387
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "4 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1570 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1570
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~387 days",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 387
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "dormant",
              "guards": [
                "no_open_demand",
                "dependencies_clean"
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              "signals": [
                "release_stall",
                "scorecard_unmaintained"
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              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 0,
              "days_since_last_merged_pr": 1079,
              "days_since_last_human_commit": 1073,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 1073 days, with nothing left unanswered; held at dormant by nothing open to answer, no affected dependency",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_quiet",
                    "params": {
                      "days": 1073
                    }
                  },
                  {
                    "code": "abandonment_guarded",
                    "params": {
                      "guards": "nothing open to answer, no affected dependency"
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                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "moderate",
        "name": "Sustainability & Governance",
        "value": 68,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 27,
              "top_contributor_share": 0.281
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 28% of commits",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 28
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "27 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "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": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 2,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/2 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2,
                      "decided": 2
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 36,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "PierreGtch",
              "public_repos": 24,
              "account_age_days": 3459
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "36 followers of PierreGtch",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 36,
                      "login": "PierreGtch"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "24 public repos, account ~9 yr old",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 24
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "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": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": 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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://neurotechx.github.io/moabb/",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://neurotechx.github.io/moabb/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "status": "missed",
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              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
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              },
              {
                "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": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
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              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 49,
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              }
            ],
            "value": 12,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
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              "high_risk_jurisdiction_cap": 49,
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              "security_posture_before_jurisdiction": 25
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
                "status": "met",
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              },
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                "key": "branch_protection",
                "name": "Branch-Protection",
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                "details": [
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                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
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                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 26 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
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                "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": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no SAST tool detected",
                "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",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "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": "117 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:moabb@1.5.0 runtime dependency closure — what installing the published package pulls in — 53 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:moabb@1.5.0",
                  "assessed": 53
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 53,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
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                "max_points": 35
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
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                  }
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                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "advisories_no_publication_date",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 53,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
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                "points": 100,
                "status": "met",
                "details": [
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                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
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                "max_points": 100
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          {
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            "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",
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            "value": 50,
            "inputs": {
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                  "country": "Russia"
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 12
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
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                    "code": "jurisdiction_exposure",
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                      "country": "Russia"
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                  }
                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "name": "AI Readiness",
        "value": 54,
        "weight": 0,
        "metrics": [
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            "name": "Agent context & guidance",
            "note": null,
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            "inputs": {
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              "agent_instruction_max_bytes": null
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
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                "details": [
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
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                      "legible": 92,
                      "sampled": 94
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                "max_points": 40
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          },
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            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
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              "dependency_bot_commit_share": 0.03
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                "points": 18,
                "status": "met",
                "details": [
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                "max_points": 18
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                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
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              },
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                "points": 11,
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                "details": [],
                "max_points": 11
              },
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                "max_points": 10
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                "key": "demonstrated_agent_practice",
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                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
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                "max_points": 10
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                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                "points": 8,
                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
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                "max_points": 8
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              {
                "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
              }
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          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 47474,
              "source_files_sampled": 115,
              "oversized_source_files": 0
            },
            "components": [
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                "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": "0/115 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 115,
                      "oversized": 0
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                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
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              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "examples"
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                "max_points": 40
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        ],
        "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": [
    "Community profile unavailable",
    "pypi package 'moabb' points at a different repository (https://github.com/NeuroTechX/moabb); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T07:57:04.896895Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PierreGtch/moabb.svg",
  "full_name": "PierreGtch/moabb",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}