PierreGtch / moabb

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 14 direkte und 9 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Die Installation von pypi:moabb@1.5.0 zieht 53 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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

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      "created_at": "2022-05-09T13:32:44Z",
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          "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>",
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          "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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          "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>",
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          "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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          "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)",
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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 \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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          "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>",
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          "headline": "Re-structuring the moabb core, implementing caching, creating tutoria…",
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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>",
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          "headline": "Fixed bug in BraindecodeDatasetLoader where incorrect y was used in t…",
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          "headline": "speeding the augmentation method (#420)",
          "author_name": "Bru",
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          "headline": "Updating the whats_new.rst and fixing the dataset list (#423)",
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          "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>",
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          "headline": "P300 annotations (#396)",
          "author_name": "Sara Sedlar",
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          "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>",
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          "headline": "Multithread mkdir (#421)",
          "author_name": "Sara Sedlar",
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          "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>",
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          "headline": "[pre-commit.ci] pre-commit autoupdate (#415)",
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          "headline": "Update README.md: removed space to fix hyperlink (#418)",
          "author_name": "Eli Simhayev",
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          "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",
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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",
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          "body": "* Updating README.md\r\n\r\n* Fixing the import with fakedaset",
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          "headline": "Fixing small import issue (#414)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
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          "body": "* Fix #383\r\n\r\n* Update whats_new.rst",
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          "headline": "Fix MNEBNCI data_path (#412)",
          "author_name": "PierreGtch",
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          "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",
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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)",
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          "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>",
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          "headline": "Saving the model (#401)",
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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>",
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          "headline": "Resting state with dataset and example (#400)",
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          "headline": "Update dataset descript (#398)",
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          "headline": "Updating README.md (#390)",
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          "headline": "Update dataset info (#389)",
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          "headline": "Rename event in Shin2017B - Fixes #388 (#397)",
          "author_name": "PierreGtch",
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          "body": "* Add an example of comparison of classification of the ERP covariances without and with Xdawn spatial filtering using MDM and tangent space classifiers.\r\n\r\n* Fix description\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\r\n\r\n* Adding P300 pipelines\r\n\r\n* [pre-commit.ci] auto fixes from pre\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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          "body": "* Changing the cross-session to include parallel\r\n\r\n* Fixing pass with return\r\n\r\n* Changing the evaluations.py\r\n\r\n* Changing the Within evaluations.py\r\n\r\n* Reverting\r\n\r\n* Reverting again\r\n\r\n* Parallel WithinSession\r\n\r\n* Updating the evaluation, removing the yield\r\n\r\n* Updating the evaluation, removi\n[…]\n evaluation\r\n\r\n* Adding verbose as true\r\n\r\n* Fixing the issue =)\r\n\r\n* Updating the whats_new.rst file\r\n\r\n---------\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@universite-paris-saclay.fr>",
          "is_bot": false,
          "headline": "Parallel evaluation (Cross-Session, Within-Session) (#364)",
          "author_name": "Bru",
          "author_login": "bruAristimunha",
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          "oid": "a4daa121e180e92c80d82d3a5535a54c1d75515e",
          "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",
          "author_login": "carraraig",
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          "is_bot": false,
          "headline": "build: change master test (#380)",
          "author_name": "Sylvain Chevallier",
          "author_login": "sylvchev",
          "committed_at": "2023-05-23T01:55:40Z",
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          "oid": "8de7c2a56eeb3cedd5b4f7eebcf8ddcd02779376",
          "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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          "body": "* Pipilines for MsetCCA SSVEP and TRCA SSVEP\r\n\r\n* Modification:\r\n- MsetCCA_SSVEP\r\n- TRCA_SSVEP\r\n\r\n* [pre-commit.ci] auto fixes from pre-commit.com hooks\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>\r\nCo-authored-by: Igor Carrara <94047258+carraraig@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Pipelines for MsetCCA SSVEP, TRCA SSVEP, and others (#368)",
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          "committed_at": "2023-05-17T14:59:52Z",
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          "is_bot": false,
          "headline": "Adding redundancy deployment on web page (#373)",
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          "author_login": "bruAristimunha",
          "committed_at": "2023-05-16T14:50:19Z",
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          "oid": "aa8d571530267bc7953ca564ae744c829090de0b",
          "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",
          "author_login": "PierreGtch",
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          "body": "* MsetCCA SSVEP classification + example\n\n* Parametrization of CCA n_components (issue #360)\n\n* Add docstrings\n\n* Doc and What's new\n\n* Add test for classification/SSVEP_MsetCCA\n\n* Add auth. name + github account\n\n* Use moabb FakeDataset for unit testing\n\n* sylchev comments\n\n* optimize with numpy, a\n[…]\ner <sylvain.chevallier@universite-paris-saclay.fr>\nCo-authored-by: Quentin Barthélemy <q.barthelemy@gmail.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
          "is_bot": false,
          "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",
          "committed_at": "2023-04-28T14:26:11Z",
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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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          "author_login": "bruAristimunha",
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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)",
          "author_name": "gcattan",
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          "committed_at": "2023-04-20T17:52:00Z",
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          "oid": "4d8f110c7a3203190c97166c10eb8e787834981c",
          "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>",
          "is_bot": false,
          "headline": "New theme, PyData (#353)",
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          "author_login": "bruAristimunha",
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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>",
          "is_bot": false,
          "headline": "Adding Braindecode pipeline (#328)",
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          "author_login": "bruAristimunha",
          "committed_at": "2023-04-04T18:51:18Z",
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          "oid": "2a34775bffa0c1432491d21548bfc1aa7ee12f73",
          "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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          "oid": "f3862a028c8b82cfc65a316c0a80c2a39d731ae5",
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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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          "oid": "43f9421219de3c5da0152364c2cfeaad6b2ddd44",
          "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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          "oid": "c9c404305472a291cba3f98308c2b37c82d04181",
          "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>",
          "is_bot": false,
          "headline": "Cleaning Pipeline (#349)",
          "author_name": "Igor Carrara",
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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"
}