Öffentliches RegisterKritisch
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 08:26 UTC
robintibor / moabb
Mother of All BCI Benchmarks
robintibor/moabb erreicht einen Gesundheitsindex von 20 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Engineering Quality (69/100) ab, am schwächsten bei Community & Adoption (12/100). Zuletzt vor 1622 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
20
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
20
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % auf die gewichtete Gesamtgesundheit an und begrenzt sie auf die Obergrenze Gefährdet von 49.
Eigentümerschaft
robintiborPersönliches Konto
167 Follower74 öffentliche Reposseit Nov. 2011
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | moabbverweist auf ein anderes Repo — nicht bewertet | 1.5.0 | - | 18 | vor 126 Tagen | eegdatasetsreproducibilitybcibenchmark |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
13
Entwicklungsaktivität
1Kritisch
Wie die Bewertung erfolgt
| 0/36 | Push-Aktualität — letzter Push vor 1.622 Tagen |
| 0/36 | Commit-Rhythmus — 0/52 Wochen mit Commits |
| 0/18 | Commit-Volumen — 0 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Verwendete Eingangsdaten
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 1.622 |
| active_weeks_last_year | 0 |
Release-Disziplin
32Gefährdet
Wie die Bewertung erfolgt
| 16.2/27 | Liefert Releases aus — 1 Versions-Tags (keine GitHub-Releases) |
| 0/36 | Release-Aktualität — letztes Release vor 2.731 Tagen |
| 12.6/27 | Release-Rhythmus — Rhythmus unbekannt (nur ein Release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 1 |
| latest_release_tag | v0.2.0 |
| releases_from_tags | ja |
| days_since_latest_release | 2.731 |
| mean_days_between_releases | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
12
Popularität & Verbreitung
1Kritisch
Wie die Bewertung erfolgt
| 0/60 | Stars — 0 Stars |
| 0/25 | Forks — 0 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
25Kritisch
Wie die Bewertung erfolgt
| 0/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (BSD-3-Clause) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | nein |
| has_license | nein |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
66
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 13.7/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 39 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 16 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 21 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 16 |
| top_contributor_share | 0,389 |
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 38.2/38.3 | PR-Annahme — 1/1 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
64Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 16/25 | Reichweite des Inhabers — 167 Follower von robintibor |
| 25/25 | Kontohistorie — 74 öffentliche Repos, Kontoalter ca. 14 Jahre |
Verwendete Eingangsdaten
| followers | 167 |
| owner_type | User |
| is_verified | — |
| owner_login | robintibor |
| public_repos | 74 |
| account_age_days | 5.374 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
69
Engineering-Praktiken
92Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation
35Gefährdet
Wie die Bewertung erfolgt
| 0/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 0/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | ja |
| homepage | — |
| has_readme | nein |
| has_docs_dir | ja |
| has_description | nein |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
30
Sicherheitslage
12Kritisch
Jurisdiktionsrisiko-Warnung
Exposition gegenüber einer Hochrisikojurisdiktion erkannt
1 Profile wichtiger MitwirkenderRussiaSicherheit und Gesamtbewertung: Obergrenze Gefährdet
Grundlage sind selbst veröffentlichte öffentliche Profilstandorte. Dieses Governance-Signal bestimmt weder Nationalität, Staatsangehörigkeit, Absicht, Sanktionsstatus noch persönliche Vertrauenswürdigkeit.
So wird Jurisdiktionsexposition bewertetWie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — keine Daten |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 21 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 76 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 2,5 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 12 |
| security_posture_before_jurisdiction | 25 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert. Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % an und begrenzt die Sicherheitslage auf die Obergrenze Gefährdet von 49.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 53 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:moabb@1.5.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 53 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
47
AI-Agentenkontext & Leitlinien
27Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 27.2/40 | Lesbare Commit-Historie — 51 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,51 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — docs/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | poetry.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | docs/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/75 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 40.324 |
| source_files_sampled | 75 |
| oversized_source_files | 0 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
0GitHub-Sterne
16Mitwirkende
0Commits, letzte 12 Monate
1.622Tage seit letztem Push
1Releases
2Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Community profile unavailable
- pypi package 'moabb' points at a different repository (https://github.com/NeuroTechX/moabb); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
OpenSSF Scorecard 2.5 / 10
2.5Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| k. A. | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 21 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 76 existing vulnerabilities detected |
Direkte Abhängigkeiten 13
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | numpy | ^1.19.0 | pyproject.toml |
| PyPI | scipy | ^1.5 | pyproject.toml |
| PyPI | mne | >=0.19 | pyproject.toml |
| PyPI | pandas | ^1.0 | pyproject.toml |
| PyPI | h5py | ^3.0 | pyproject.toml |
| PyPI | scikit-learn | ^1.0 | pyproject.toml |
| PyPI | pyriemann | >=0.2.6 | pyproject.toml |
| PyPI | matplotlib | ^3.0 | pyproject.toml |
| PyPI | seaborn | >=0.9 | pyproject.toml |
| PyPI | PyYAML | ^5.0 | pyproject.toml |
| PyPI | pooch | ^1.3 | pyproject.toml |
| PyPI | requests | ^2.15.1 | pyproject.toml |
| PyPI | coverage | ^5.5 | pyproject.toml |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Abhängigkeits-Advisories 0
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.
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [],
"is_fork": true,
"size_kb": 1742,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 398473
},
"pushed_at": "2022-02-14T13:00:20Z",
"created_at": "2020-07-03T08:59:28Z",
"owner_type": "User",
"updated_at": "2022-02-03T15:02:38Z",
"description": "Mother of All BCI Benchmarks",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "master",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "robintibor",
"company": null,
"location": null,
"followers": 167,
"avatar_url": "https://avatars.githubusercontent.com/u/1178948?v=4",
"created_at": "2011-11-07T20:36:03Z",
"is_verified": null,
"public_repos": 74,
"account_age_days": 5374
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2019-02-01T14:59:55Z"
}
],
"recent_commits": [
{
"oid": "af9fc57d8b9ad9f0971535639e2d9088bedfd81b",
"body": null,
"is_bot": false,
"headline": "Merge branch 'develop'",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T01:55:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68bdeba83f29216306dc9bdf7d1d8804c36d7f97",
"body": null,
"is_bot": false,
"headline": "correct conflicts",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T01:54:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87b52e9e49a60921caf08000dce9a4c1aa9cde7e",
"body": "* update to version 0.4.4\r\n\r\n* indicate versionadded for TRCA",
"is_bot": false,
"headline": "prepare update to v0.4.4 (#247)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T01:29:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "adbf6d4adb993e250f4e71b9987f17e2892755b0",
"body": null,
"is_bot": false,
"headline": "update requirement to correct security warning (#246)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T00:55:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d29d272cf94ddb7b8758277e2887e16d524b305",
"body": null,
"is_bot": false,
"headline": "update requirement to correct security warning (#246)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T00:54:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "214ae4916afb2ca0d8f79590c2c611cd210e4ade",
"body": "* update to new version of bootstrap theme\r\n\r\n* adding deploy on GH pages\r\n\r\n* update whats new\r\n\r\n* build docs on PR\r\n\r\n* correct error in whats new\r\n\r\n* fix tutorial error and update docstring error in paradigm base\r\n\r\n* add info for pushing gh pages commit\r\n\r\n* build doc for all PR if any file in docs is modified, deploy gh pages when merging PR in develop",
"is_bot": false,
"headline": "Update doc generation (#245)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-10-20T00:44:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c309f405faf7151781eb623869c78d5d44d2d921",
"body": "…moved completed fixme (#243)\n\n* Update to dataset_search call in FilterBank Motor Imagery\r\n\r\n* Removing completed #fixme\r\n\r\n* Removing total_classes argument from dataset_search call in FilterBank MI\r\n\r\nThis was earlier deprecated in https://github.com/NeuroTechX/moabb/commit/55f77ae305e1f0960e781a57895cb34ad6af0c62#\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Updating dataset_search call in FilterBank Motor Imagery class and re…",
"author_name": "Divyesh Narayanan",
"author_login": "Div12345",
"committed_at": "2021-10-19T10:22:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70d27fdb7b96b671d4dfa716451cbe6e49cd7bb6",
"body": "* Add TRCA algorithm and one example\r\n\r\n* Minor changes to filterbank\r\n\r\n* pre-commit changes\r\n\r\n* pre-commit more fixes\r\n\r\n* Schaefer-Strimmer covariance now in Pyriemann\r\n\r\n* Update moabb/pipelines/classification.py\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>\r\n\r\n* Apply sugg\n[…]\nallier@uvsq.fr>\r\n\r\n* Last namming changes\r\n\r\n* Forgot one namming change\r\n\r\n* update var naming and docstrings\r\n\r\n* rename X variable\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Add TRCA algorithm (#238)",
"author_name": "ludovicdmt",
"author_login": "ludovicdmt",
"committed_at": "2021-10-14T09:28:06Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9137537d59033d023724e496220b0919881573d5",
"body": "Co-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "remove _fetch_dataset (#235)",
"author_name": "jsosulski",
"author_login": "jsosulski",
"committed_at": "2021-10-11T10:53:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab75186a779861286b63eee3badc5304c1befc5e",
"body": "….7 (#242)\n\n* build(deps): updated dependencies, bumped minimum Python version to 3.7\r\n\r\n* ci: moved linting to seperate job\r\n\r\n* build(deps): moved coverage back as a non-dev dep\r\n\r\n* ci: fixed lint job (by setting up Python properly)\r\n\r\n* ci: bumped Python version used to build docs to Python 3.9\r\n[…]\n7 to 3.9\r\n\r\n* fix: fixed lint issues where exception chaining wasn't explicit\r\n\r\n* fix: fixed failing test (due to update to sklearn 1.0)\r\n\r\n* docs: note about dropping Python 3.6 support in whats_new",
"is_bot": false,
"headline": "build(deps): updated dependencies, bumped minimum Python version to 3…",
"author_name": "Erik Bjäreholt",
"author_login": "ErikBjare",
"committed_at": "2021-10-11T08:59:34Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "aa4274fe7905631864e854c121c92e1927061f29",
"body": "* correct BCI wikipedia link\r\n\r\n* remove link",
"is_bot": false,
"headline": "correct BCI wikipedia link (#233)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-03T15:23:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7f66ea57fd61406258a0e26775e4e7629296cf5",
"body": "* Avoid leaking information between sessions (#222)\r\n\r\n* clone pipelines in CV\r\n\r\n* PR should be made against develop branch\r\n\r\n* add WithinSubject update\r\n\r\n* add test for devel branch\r\n\r\n* Add coverage (#224)\r\n\r\n* add coverage\r\n\r\n* correct test\r\n\r\n* update coverage\r\n\r\n* investigate coverage issue\r\n[…]\n0)\r\n\r\n* update download badge\r\n\r\n* add whats new in the doc menu\r\n\r\n* correct docstring\r\n\r\n* update to moabb 0.4.3\r\n\r\n* correct doc generation (#232)\r\n\r\n* correct doc generation\r\n\r\n* build doc on push",
"is_bot": false,
"headline": "dev/v0.4.3 merge to master (#231)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-03T14:10:28Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "62698ac91a9525f038f7b68ce8605fdb116f64ad",
"body": "* correct doc generation\r\n\r\n* build doc on push",
"is_bot": false,
"headline": "correct doc generation (#232)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-03T13:53:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b967a1fa043e63c7541bcd9c965fbd1fb882bdac",
"body": "* update download badge\r\n\r\n* add whats new in the doc menu\r\n\r\n* correct docstring\r\n\r\n* update to moabb 0.4.3",
"is_bot": false,
"headline": "prepare update to 0.4.3 (#230)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-03T12:43:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5353e87ad699120b1044b1637877ecf660ccd3a6",
"body": "* correct channel order, add ch_names to FakeDataset\r\n\r\n* correct ref to PR in whatsnew",
"is_bot": false,
"headline": "Ensure consistent channel order in paradigm (#229)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-03T11:58:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5bda6fbf5a2e60a990d360247598e98bbbf3703",
"body": null,
"is_bot": false,
"headline": "update readme with BCI definition (#228)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-01T17:58:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d4cbd722078ce22632b9af556f90531de6a4a62",
"body": "* correct error in set_download_dir\r\n\r\n* add whats new",
"is_bot": false,
"headline": "correct error in set_download_dir (#225)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-09-01T17:30:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5063c93f798deb75320e47800e4d9965948f7a00",
"body": "* add coverage\r\n\r\n* correct test\r\n\r\n* update coverage\r\n\r\n* investigate coverage issue\r\n\r\n* change coverage dir\r\n\r\n* change coverage file",
"is_bot": false,
"headline": "Add coverage (#224)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-08-19T13:42:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d57a0c2860af04a301c14d14723b76e03f05a7dc",
"body": "* clone pipelines in CV\r\n\r\n* PR should be made against develop branch\r\n\r\n* add WithinSubject update\r\n\r\n* add test for devel branch",
"is_bot": false,
"headline": "Avoid leaking information between sessions (#222)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-08-16T11:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d49b3528a92ad3e14de721dd7de0cea43030c9d",
"body": "* Add whats new and docs recommandation in contributing page.\r\n\r\n* update whatsnew with pypi version",
"is_bot": false,
"headline": "Add whats new and docs recommandation in contributing page. (#218)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-08-16T08:55:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48d2f99ea6eb5153f68bb03a30c210101a03398d",
"body": "* Use attribute names instead of index\r\n\r\n* Seperate train and test runs\r\n\r\n* Load raw signal instead of concatenated epochs\r\n\r\n* Add EMG channels\r\n\r\n* Implement the 3 different paradigms (MI, ERP and SSVEP)\r\n\r\n* Add shortcuts for the paradigms\r\n\r\n* Allow to select the session to load\r\n\r\n* Fix coqui\n[…]\not use mutable data structures for argument defaults\r\n\r\n* Fix whats_new\r\n\r\nCo-authored-by: GUETSCHEL Pierre <pierre.guetschel@inria.fr>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Adding ERP and SSVEP parts of Lee2019 (#217)",
"author_name": "PierreGtch",
"author_login": "PierreGtch",
"committed_at": "2021-08-15T10:51:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "be1f81220869158ef37e1ab91b0279fe60aeed5b",
"body": null,
"is_bot": false,
"headline": "Fix Demons Dataset location in docs (#213)",
"author_name": "jsosulski",
"author_login": "jsosulski",
"committed_at": "2021-06-26T19:42:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f78d33d30c08f863fe25aebe006867b096b2b395",
"body": "* correct error for 1st time downloading\r\n\r\n* revision bump to 0.4.2",
"is_bot": false,
"headline": "Hotfix: correct error when downloading Weibo (#212)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-23T16:03:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56a678b53a4332aea8a525fa5524c1e2fb31f0a7",
"body": "* fix download issue\r\n\r\n* rev bump to 0.4.1\r\n\r\n* remove _do_path_update\r\n\r\n* use pooch instead of MNE to download Weibo\r\n\r\n* update download test for accept keyword\r\n\r\nSigned-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Remove update_path from data_dl (#207)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-16T00:02:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f87932fd18623b9d534416e6f0604d6334e5c5cb",
"body": "* correct optional dep for publishing on PyPi\r\n\r\n* update poetry lock\r\n\r\n* putting tdlda in dev dependency\r\n\r\n* updating workflow, do not install dev for test and remove extras for docs\r\n\r\n* correct bug if tests is run while ~/mne_data exists\r\n\r\n* correct test if Shin dataset already downloaded",
"is_bot": false,
"headline": "correct optional dep for publishing on PyPi (#205)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-15T16:08:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c1322e36edaf74a3e89627861d403dae322c0a1",
"body": "* updating to 0.4.0\r\n\r\n* updating poetry.lock\r\n\r\n* adding requirements for GH dependency management\r\n\r\nSigned-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "dev/v0.4.0 (#202)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-15T13:49:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b17104554bc3afb83a779db50bc2dcb5eab89c00",
"body": "Signed-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "create default mne_data dir if not existing (#204)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-15T12:50:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74a8e12f678a816db498b77385fe4895f423e81b",
"body": "* Accept licence term for downloading Shin2017 datasets\r\n\r\n* adding accept to download(), updating _download_all\r\n\r\n* raise Error only if data are download, no problem if they are already there\r\n\r\n* correct cache for deploy docs",
"is_bot": false,
"headline": "Accept licence term for downloading Shin2017 datasets (#201)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-14T13:11:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2c0fe8c6d67e3b505d68023b6e9727c9e4a2339",
"body": "* add cache for poetry, datasets and html docs\r\n\r\n* correct doc building error, add whatsnew, update class/function template\r\n\r\n* adding gh function from braindecode/MNE\r\n\r\n* correct cache path for docs, dont cache venv for windows test",
"is_bot": false,
"headline": "Adding what's new and correct doc (#200)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-14T11:05:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92b1be5bcb00489fc5d92d0920f343b01a6967d0",
"body": "* Deploy docs on moabb.github.io\r\n\r\n* fixing path name for moabb.github.io\r\n\r\n* remove gh page deploy script\r\n\r\n* debug ci docs\r\n\r\n* update gh token\r\n\r\n* deploy only when merging to master\r\n\r\nSigned-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Deploy docs on moabb.github.io (#196)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-13T18:20:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c68d36a586102334aeb31e74b298ec8b737d9ac",
"body": null,
"is_bot": false,
"headline": "broadening subject list type (#198)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-12T15:01:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6776ea858d33aa9a3601676cf88e4f9f5730a507",
"body": "* mne_config\r\n* remove update_path arg\r\n* Update physionet_mi.py\r\n* add deprecated info in data_path docstring\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Allow changing of storage location (#195)",
"author_name": "Divyesh Narayanan",
"author_login": "Div12345",
"committed_at": "2021-06-12T14:34:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d492906c2ab127b29c5ec3710731d770d6aa4234",
"body": "* Update test.yml\r\n\r\n* Update test.yml\r\n\r\n* Simple doc testing without all runs\r\n\r\n* using pyproject for the dep fail\r\n\r\n* Create requirements.txt\r\n\r\n* Update gen_doc.yml\r\n\r\n* req_test\r\n\r\n* fix: reverted adding matplotlib twice to pyproject.toml\r\n\r\n* fix: changed name of CI workflow for docs\r\n\r\n* fi\n[…]\ndoc\r\n\r\nCo-authored-by: Divyesh Narayanan <47829318+Div12345@users.noreply.github.com>\r\nCo-authored-by: jsosulski <mail@jan-sosulski.de>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "ci: deploy docs from CI pipeline (#174)",
"author_name": "Erik Bjäreholt",
"author_login": "ErikBjare",
"committed_at": "2021-06-08T14:21:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "fd0ffe66572a273a6a2d19174a21cd9c4e4e94c9",
"body": "* Add troubleshooting section to README\r\n\r\nCloses #183\r\n\r\n* Update README.md\r\n\r\nFix pre-commit?\r\n\r\n* online readme editing + pre-commit = inconvenient\r\n\r\n* correct typos\r\n\r\n* change color for pypi version badge\r\n\r\n* change download badge color\r\n\r\n* typo\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Add troubleshooting section to README (#189)",
"author_name": "jsosulski",
"author_login": "jsosulski",
"committed_at": "2021-06-02T02:31:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd9013d38c69e2a378a376d9f72572e4e891d11b",
"body": "* correct import\r\n* add epochs support in WithinSession evaluations\r\n* 3 sessions for BNCI 2014-009 see #160\r\n* update withinsession evaluation\r\n* correct silent error when returning epochs\r\n* add mne_labels\r\n* add an example\r\n* remove unused tests, add return_epochs checks, add ssvep checks\r\n\r\nSigned-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Use MNE epoch in evaluation (#192)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-02T02:03:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d42d79cfa161692602572a3c1c76dc2bd3c5b74",
"body": "* remove wfdb\r\n* update poetry\r\n* adding requests to dependency\r\n* correct URL information\r\n* update example with smaller dataset\r\n* correct Lee2019 FTP error and data_dl to replace data_path\r\n* correct electrode names error\r\n* switch to data_dl\r\n* replace MNE _fetch with Pooch retrieve\r\n* use corre\n[…]\nin handle by MNE config\r\n* indicating deprecated function\r\n* updating tests\r\n* correct docstring and consistent figshare function name\r\n\r\nSigned-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Remove unused dependencies - review examples and tutorials (#188)",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-06-02T00:14:54Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "73d9a1e01f9d63c423fa855fb517b398d7e3cfc8",
"body": "Co-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "added version to __init__ (#178)",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-04-06T22:19:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90dcbe32035805bf83950bcfd81ab7a6cbd8c95c",
"body": "Co-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Restore basic logging (#177)",
"author_name": "jsosulski",
"author_login": "jsosulski",
"committed_at": "2021-04-06T20:12:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0ddf2e9cef21257f31767a7e92a270d7ea283bc",
"body": "* Implementation for learning curves\r\n\r\nAlso: added Makefile for quick venv setup\r\n\r\nAdded external examples, which require additional dependencies\r\n\r\nSquashed commit of the following:\r\n\r\ncommit e4b3eb97b6414be8a195e411551927286dbe4260\r\nAuthor: Jan Sosulski <mail@jan-sosulski.de>\r\nDate: Wed Mar 17\n[…]\nfor precommit\r\n\r\n* correct for isort\r\n\r\n* enforce data size order, add unit test stubs\r\n\r\n* populated test stubs, improved validation\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Implementation for learning curves (#155)",
"author_name": "jsosulski",
"author_login": "jsosulski",
"committed_at": "2021-04-06T17:39:48Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c652c77d06209d8583b653dbb8bf6282c6f37eb4",
"body": "* alpha version of dataset\r\n\r\n* tap\r\n\r\n* added references\r\n\r\n* added url, extended description\r\n\r\n* fixed data_path, added concat draft\r\n\r\n* concated epochs\r\n\r\n* fixed naming and docstring\r\n\r\n* fixed naming\r\n\r\n* added stim channels description to docstring\r\n\r\n* code style fixes\r\n\r\n* code style enhan\n[…]\neiry Dataset: bugfix with integer index\r\n\r\n* style fix\r\n\r\n* added dataset to docs generation\r\n\r\n* fixed sessions per subject prarmeter\r\n\r\nCo-authored-by: Alina-Samokhina <alina.samokhina@phystech.edu>",
"is_bot": false,
"headline": "Neiry Demons P300 dataset (#156)",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-30T22:16:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d9334f5c64d10e2c0a2512124cd3fb2ecf682bd3",
"body": "* Adding motor imagery part of the Lee2019 datasets\r\n\r\n* Correcting some length issues.\r\n\r\n* Improving documentation of Lee2019.py. Adding Lee2019_MI in dataset.rst.\r\n\r\n* pre-commit\r\n\r\n* removed useless option\r\n\r\nCo-authored-by: AliAbdulHussain <kooora1020@gmail.com>\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Adding motor imagery part of the Lee2019 dataset (rebase) (#170)",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-29T01:21:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51ab842fc9a97baf878dfca728179b8be33a9ccd",
"body": "* Text modification for README\r\n\r\n* updating roadmap\r\n\r\n* fixed links in table of contents to work, fixed some typos\r\n\r\n* fixed alignment (floating comma)\r\n\r\n* integrate reviews\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Update for README (local rebased branch) (#164)",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-29T00:57:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "adc701009da333ddec4f05a415b1f42325c10de2",
"body": "* removed coloredlogs usage from source code\r\n\r\n* removed coloredlogs from poetry\r\n\r\nCo-authored-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>",
"is_bot": false,
"headline": "Coloredlogs removal (#163)",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-29T00:55:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2cbfdc90554591a81f05ca34ca719c6c0c9d9d65",
"body": "Test all relevant python versions",
"is_bot": false,
"headline": "Merge pull request #167 from NeuroTechX/testing-matrix",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-25T15:47:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "973fbd720545feea6ba2ed2054001f903855a519",
"body": null,
"is_bot": false,
"headline": "unspecified language version to test against current one",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-24T19:28:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bbadcb3d4be590aaf808c3164f99ba83bd3b530",
"body": null,
"is_bot": false,
"headline": "added experimental setup to test all relevant python version",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-24T12:32:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f3dee66cdf5d3eb8545c2bfd2620195a6946b44",
"body": "poetry dependency management",
"is_bot": false,
"headline": "Merge pull request #150 from NeuroTechX/poetry",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-22T16:42:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2266c1ce49fba8df8d2a5c16e611a37fc91911b",
"body": null,
"is_bot": false,
"headline": "correct typo",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-22T16:25:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7576102b818b05cad1ed69826e8747c4e9233f56",
"body": null,
"is_bot": false,
"headline": "Added development setup instruction",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-21T20:35:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d8d3ecd10bd62271919e7625bbeebac55e5d052",
"body": null,
"is_bot": false,
"headline": "clarified actions to run workflow on",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-20T21:10:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "623f5d0c260a4cfea72391600d4621d23133524c",
"body": null,
"is_bot": false,
"headline": "marked packages as needed to be removed",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-20T21:01:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "738da627ebd850cdb18e309eb501f9c8a23068ab",
"body": null,
"is_bot": false,
"headline": "removed circleici configuration because moving to github actions",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T20:42:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5685677c3913ccd7ba704a949de3af2f5b8617f6",
"body": null,
"is_bot": false,
"headline": "applied prettier",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:47:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a30a08052081fd9d5ca3de958e8e94d7fd448d1a",
"body": null,
"is_bot": false,
"headline": "increased version number",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "873cbf2c6bdb1498ce82bc681e0d41f24c431d8e",
"body": null,
"is_bot": false,
"headline": "added patool to dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb9da2f8b4d2f466deee1c9f55aa7fd49a0e14f3",
"body": null,
"is_bot": false,
"headline": "Disabled poetry to create separate env",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9560963748378bd03e21b2b85df2b999cef82a7",
"body": null,
"is_bot": false,
"headline": "Actions update with dedicated pre-commit action",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "887214763bd0f6824c2f59f8abc74c8d376f18ed",
"body": null,
"is_bot": false,
"headline": "tailored Github Actions to poetry, splitted test step and pipeline step",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:45:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0007f9786190fed7c7d69f9c3399e41487adc38",
"body": null,
"is_bot": false,
"headline": "added Sphix to explicit dev dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:34:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ffad7fb11f991ae857a1fd628ce8fc90c0282d15",
"body": null,
"is_bot": false,
"headline": "updated requirements section of README",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:34:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fface01d5c1a5bfec28bd19b93620214b2d444d7",
"body": null,
"is_bot": false,
"headline": "added scipy to explicit dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b618ab6e9a795f2c2defad05ded7fa0485de01f",
"body": null,
"is_bot": false,
"headline": "added numpy to explicit dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c640fad9277760a6543c952a1acdcf7d6bc8039b",
"body": null,
"is_bot": false,
"headline": "removed inline scipy imports",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6296f1d1eb5f00ab068d9b55aa1cfa2e32d09c27",
"body": null,
"is_bot": false,
"headline": "changed m2r to m2r2 because former is no longer supported",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae0a75edb6d0e5cbbfd980296119c9a49e5c3a20",
"body": null,
"is_bot": false,
"headline": "added pre-commit to dev dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71de79af1d93fe83c1728021ff8c6e5876b87ff3",
"body": null,
"is_bot": false,
"headline": "changed wfdb status to required dependency",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02620e10519e19b0f60300a25d32f58bf30da67c",
"body": null,
"is_bot": false,
"headline": "removed requirements file",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d97d02470e3fa8aaa679e6a5b9c05556cf9affd0",
"body": null,
"is_bot": false,
"headline": "added poetry dependencies",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "053c8e2d7065825d1d1cfb8c4a564775fd3b343e",
"body": null,
"is_bot": false,
"headline": "removed setup file because it is not needed anymore",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1452020b79d671178cf379915535a22b10fe3881",
"body": null,
"is_bot": false,
"headline": "initialized poetry",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-18T18:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae30b586f2fdc46e7edc9810e5470b33b3bc6fdc",
"body": "Prettier",
"is_bot": false,
"headline": "Merge pull request #151 from NeuroTechX/prettier",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-18T18:21:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "caa584c49390378d3a25e888ee46c1211808548b",
"body": "Finished blacking",
"is_bot": false,
"headline": "Merge pull request #152 from NeuroTechX/re-black",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-18T18:19:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "066a017bb342f43c02e56010507f7c0725f51caa",
"body": null,
"is_bot": false,
"headline": "revisited fmt off/on sections and blacked them manually",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-12T06:34:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b7c6793d81e98e7c61d252b839927e2a994caf8",
"body": null,
"is_bot": false,
"headline": "reformatted yml and md files",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-12T05:49:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "749771f5aa805662505de115b013f1aae0c48c6b",
"body": null,
"is_bot": false,
"headline": "added prettier configuration to format .yml and .md files",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-12T05:45:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4161d08e06fd8c18907f466e787fb1ca60aa1da3",
"body": "travis-ci config removal",
"is_bot": false,
"headline": "Merge pull request #149 from NeuroTechX/travis-removal",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-12T00:33:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df110f70175fb835dfeebe3a04586f196d51cb51",
"body": "Python 2 support removal",
"is_bot": false,
"headline": "Merge pull request #148 from NeuroTechX/python2-removal",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-12T00:26:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34ec79664bded3838fa3f4da357d952f99340963",
"body": null,
"is_bot": false,
"headline": "removed travis-ci config since it is outdated",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T18:22:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c583b336e78ec45cf1000bef04f15e81384c788",
"body": null,
"is_bot": false,
"headline": "removed python2 support since it reached end of life",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T18:19:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11f5745f74b5b9ab5028b6f4d45033745868c778",
"body": "style: formatted with black",
"is_bot": false,
"headline": "Merge pull request #147 from NeuroTechX/dev/style-black",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T17:33:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c62f7a6c5e358432daf9cdff3f2cd101d9aa87ed",
"body": null,
"is_bot": false,
"headline": "simplified url",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T17:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62879e3dd2f6b38f91ef53afd108dbd36d46e86e",
"body": null,
"is_bot": false,
"headline": "removed unneccsarry fmt off/on blocks",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T17:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e394201b8a1a6c6844300f3f4682c9933e11de4b",
"body": null,
"is_bot": false,
"headline": "shortened renaming",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T17:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a9c30ac35d7eb677efca391a6f3a1dbd485233c",
"body": null,
"is_bot": false,
"headline": "formatted to double quotes",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T17:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eeba303b088b976734cbf73601de541875eb2fc1",
"body": null,
"is_bot": false,
"headline": "removed skipping single quotes",
"author_name": "Vladislav Goncharenko",
"author_login": "v-goncharenko",
"committed_at": "2021-03-11T17:20:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18e1c6b315681cbfe986c8b5a248ed70063934b0",
"body": null,
"is_bot": false,
"headline": "correct some black formatting in util_test",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T17:14:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a56d789423b68e1d383e871e775710f0a1f39972",
"body": null,
"is_bot": false,
"headline": "correct error in linting for physionet",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "514059e9554e018a02472804cd5affa270dfffc1",
"body": null,
"is_bot": false,
"headline": "correct linting in bnci",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:42:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c79a52b4f7fcaa866a991c9dee1b51e55232c8c",
"body": null,
"is_bot": false,
"headline": "correct url formatting",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:37:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e04a4ba9839d7aceb3f8bf771bfdc3a0e4966a4",
"body": null,
"is_bot": false,
"headline": "remove black formatting for url",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:36:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f6e558aeb8b1b6a87422cb8d749cfe76f1e8f54",
"body": null,
"is_bot": false,
"headline": "Correct formatting for non-black part",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:34:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bdfa5a46bd563de8075bcb2429602169f6358c2",
"body": null,
"is_bot": false,
"headline": "code linting",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:19:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1c43adcdc0f05d7bf76195a0bd2693eff4e2629",
"body": null,
"is_bot": false,
"headline": "correcting electrodes rename formatting",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:18:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "711501817be2e0fd4d5f0ba25921f5679fbafe59",
"body": null,
"is_bot": false,
"headline": "correct formatting for gigadb",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:13:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2b540845d15efcc09326d792ced2269aaf1808bf",
"body": null,
"is_bot": false,
"headline": "correct electrodes names",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-11T16:06:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe2d4895bed8ef23fa61bb633cebd3b7ff560341",
"body": null,
"is_bot": false,
"headline": "fix: fixed noqa comment, simplified dataset_search slightly",
"author_name": "Erik Bjäreholt",
"author_login": "ErikBjare",
"committed_at": "2021-03-08T17:56:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be57f818d4da11fc5422d5d925947834356da99a",
"body": null,
"is_bot": false,
"headline": "style: formatted with black",
"author_name": "Erik Bjäreholt",
"author_login": "ErikBjare",
"committed_at": "2021-03-08T17:38:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "239beed296e3f4b73434453287720058ee9c2ca2",
"body": "Adding pre-commit configuration",
"is_bot": false,
"headline": "Merge pull request #140 from impulse-neiry/pre-commit",
"author_name": "Sylvain Chevallier",
"author_login": null,
"committed_at": "2021-03-04T17:46:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "900a585c64eb6a73c61cb48d1d03fbad29ddd491",
"body": null,
"is_bot": false,
"headline": "fixed flake8 issues",
"author_name": "V G",
"author_login": "v-goncharenko",
"committed_at": "2021-03-02T20:22:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6acba1f38425a1f201e3d8e9a4e377d2acf5c704",
"body": null,
"is_bot": false,
"headline": "run isort",
"author_name": "V G",
"author_login": "v-goncharenko",
"committed_at": "2021-03-02T20:22:58Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 1,
"commits_last_year": 0,
"latest_release_at": "2019-02-01T14:59:55Z",
"latest_release_tag": "v0.2.0",
"releases_from_tags": true,
"days_since_last_push": 1622,
"active_weeks_last_year": 0,
"days_since_latest_release": 2731,
"mean_days_between_releases": null
},
"community": {
"has_readme": false,
"has_license": false,
"has_description": false,
"has_contributing": false,
"health_percentage": null,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "moabb",
"exists": true,
"license": "BSD-3-Clause",
"keywords": [
"eeg",
"datasets",
"reproducibility",
"bci",
"benchmark",
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Medical Science Apps."
],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/moabb/",
"is_deprecated": false,
"latest_version": "1.5.0",
"repository_url": "https://github.com/NeuroTechX/moabb",
"versions_count": 18,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2021-03-29T20:08:16.502372Z",
"latest_published_at": "2026-03-21T19:50:50.764739Z",
"latest_version_yanked": null,
"days_since_latest_publish": 126
}
]
},
"popularity": {
"forks": 0,
"stars": 0,
"watchers": 0,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": {
"days": [],
"complete": true,
"collected": 0,
"total_stars": 0,
"collected_at": null
},
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 40324,
"source_files_sampled": 75,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt",
"setup.cfg"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 53,
"malicious_count": 0,
"assessed_package": "pypi:moabb@1.5.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.19.0"
},
{
"name": "scipy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.5"
},
{
"name": "mne",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.19"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.0"
},
{
"name": "h5py",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^3.0"
},
{
"name": "scikit-learn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.0"
},
{
"name": "pyriemann",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.2.6"
},
{
"name": "matplotlib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^3.0"
},
{
"name": "seaborn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.9"
},
{
"name": "PyYAML",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^5.0"
},
{
"name": "pooch",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.3"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^2.15.1"
},
{
"name": "coverage",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^5.5"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 1,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "alexandrebarachant",
"commits": 89,
"avatar_url": "https://avatars.githubusercontent.com/u/2145718?v=4"
},
{
"type": "User",
"login": "v-goncharenko",
"commits": 45,
"avatar_url": "https://avatars.githubusercontent.com/u/19154289?v=4"
},
{
"type": "User",
"login": "jsosulski",
"commits": 25,
"avatar_url": "https://avatars.githubusercontent.com/u/2545339?v=4"
},
{
"type": "User",
"login": "ErikBjare",
"commits": 15,
"avatar_url": "https://avatars.githubusercontent.com/u/1405370?v=4"
},
{
"type": "User",
"login": "AliAbdulHussain",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/18750221?v=4"
},
{
"type": "User",
"login": "ragatti",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/10031511?v=4"
},
{
"type": "User",
"login": "Div12345",
"commits": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/47829318?v=4"
},
{
"type": "User",
"login": "vinay-jayaram",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/4292630?v=4"
},
{
"type": "User",
"login": "robintibor",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/1178948?v=4"
},
{
"type": "User",
"login": "qbarthelemy",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/5346669?v=4"
}
],
"contributors_sampled": 16,
"top_contributor_share": 0.389
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"docs.yml",
"test-devel.yml",
"test.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"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 21 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": "76 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "af9fc57d8b9ad9f0971535639e2d9088bedfd81b",
"ran_at": "2026-07-26T08:26:38Z",
"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": "2020-07-03T09:11:23Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/robintibor/moabb",
"host": "github.com",
"name": "moabb",
"owner": "robintibor"
},
"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": 13,
"community": 12,
"governance": 66,
"engineering": 69,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"weighted_overall_before_jurisdiction": 39,
"overall_after_jurisdiction_multiplier": 20
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "critical",
"name": "Vitality",
"value": 13,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"commits_last_year": 0,
"human_commit_share": 1,
"days_since_last_push": 1622,
"active_weeks_last_year": 0
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1622 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "push_recency",
"params": {
"days": 1622
}
}
],
"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": "at_risk",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 32,
"inputs": {
"releases_count": 1,
"latest_release_tag": "v0.2.0",
"releases_from_tags": true,
"days_since_latest_release": 2731,
"mean_days_between_releases": null
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "1 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 1
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 2731 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "release_recency",
"params": {
"days": 2731
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "cadence unknown (single release)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence_unknown",
"params": {}
}
],
"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"
],
"signals": [
"scorecard_unmaintained"
],
"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": 2213,
"days_since_last_human_commit": 1740,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "no human commit for 1740 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": 1740
}
},
{
"code": "abandonment_guarded",
"params": {
"guards": "nothing open to answer, no affected dependency"
}
}
],
"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": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 16,
"top_contributor_share": 0.389
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 39% of commits",
"points": 13.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 39
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "16 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 16
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 21 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": 1,
"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": "1/1 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1,
"decided": 1
}
}
],
"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": 64,
"inputs": {
"followers": 167,
"owner_type": "User",
"is_verified": null,
"owner_login": "robintibor",
"public_repos": 74,
"account_age_days": 5374
},
"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": "167 followers of robintibor",
"points": 16,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 167,
"login": "robintibor"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "74 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 74
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 69,
"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"
]
}
},
{
"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": "at_risk",
"name": "Documentation",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "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": [
"ci_tests",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
"params": {
"cap": 49,
"pct": 50
}
}
],
"value": 12,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 2.5,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"security_posture_after_multiplier": 12,
"security_posture_before_jurisdiction": 25
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 21 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "76 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"
]
}
},
{
"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",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 53,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "moderate",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 13
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (1)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 47,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 27,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.51,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "51 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 27.2,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 51,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"poetry.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 40324,
"source_files_sampled": 75,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/75 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 75,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Community profile unavailable",
"pypi package 'moabb' points at a different repository (https://github.com/NeuroTechX/moabb); excluded from ecosystem scoring",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T08:26:49.342736Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/robintibor/moabb.svg",
"full_name": "robintibor/moabb",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.