Flax is a neural network library for JAX that is designed for flexibility.
google/flax erreicht einen Gesundheitsindex von 78 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (95/100) ab, am schwächsten bei Security (1/100). Zuletzt vor 10 Tagen aktualisiert. 6 Mitwirkende tragen den Großteil der jüngsten Arbeit.
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.
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.
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | flaxlib | 0.0.1a1 | 143 | 1 | vor 669 Tagen |
| PyPI | flax | 0.12.7 | 4.284.438 | 64 | vor 87 Tagen |
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
| 28.8/36 | Push-Aktualität — letzter Push vor 10 Tagen |
| 35.3/36 | Commit-Rhythmus — 51/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 702 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — keine Daten |
| commits_last_year | 702 |
| human_commit_share | — |
| days_since_last_push | 10 |
| active_weeks_last_year | 51 |
| 27/27 | Liefert Releases aus — 62 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 87 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 28,5 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
| releases_count | 62 |
| latest_release_tag | v0.12.7 |
| releases_from_tags | nein |
| days_since_latest_release | 87 |
| mean_days_between_releases | 28,5 |
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
| 60/60 | Stars — 7.271 Stars |
| 24.3/25 | Forks — 825 Forks |
| 10.6/15 | Watcher — 82 Watcher |
| forks | 825 |
| stars | 7.271 |
| watchers | 82 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
| 80/80 | Downloads pro Monat — 4.284.581 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
| packages | flaxlib, flax |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 4.284.581 |
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
| 48.6/54 | Bus-Faktor — 6 Beitragende decken die Hälfte aller Commits ab |
| 19.6/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 13 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 100 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — keine Daten |
| bus_factor | 6 |
| contributors_sampled | 100 |
| top_contributor_share | 0,127 |
| 37.4/46.8 | Issue-Lösungsquote — 80 % der Issues geschlossen |
| 28.7/38.3 | PR-Annahme — 2.411/3.215 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — keine Daten |
| merged_prs | 2.411 |
| open_issues | 228 |
| closed_issues | 915 |
| issue_closed_ratio | 0,801 |
| closed_unmerged_prs | 804 |
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 75.640 Follower von google |
| 25/25 | Kontohistorie — 2.885 öffentliche Repos, Kontoalter ca. 14 Jahre |
| followers | 75.640 |
| owner_type | Organization |
| is_verified | — |
| owner_login | |
| public_repos | 2.885 |
| account_age_days | 5.295 |
| 25/25 | Veröffentlicht & auflösbar — 2 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 87 Tagen |
| 20/20 | Versionshistorie — 64 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
| packages | flaxlib, flax |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 87 |
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
| 24/24 | CI-Workflows — 4 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 |
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://flax.readthedocs.io |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 1 Topics |
| 10/10 | Wiki |
| topics | jax |
| has_wiki | ja |
| homepage | https://flax.readthedocs.io |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
| 0/30 | Sicherheitsrichtlinie (SECURITY.md) |
| 0/25 | Dependabot-Konfiguration |
| 0/25 | Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet |
| 0/20 | CodeQL-Workflow |
| source | file_signals |
| lockfiles | Cargo.lock, uv.lock |
| manifests | flaxlib_src/Cargo.toml, flaxlib_src/pyproject.toml, pyproject.toml |
| has_codeql_workflow | nein |
| has_security_policy | nein |
| has_dependabot_config | nein |
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.
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Bootstrap mit einem Befehl — docs/Makefile, docs_nnx/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — flax/py.typed |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — keine Daten |
| has_nix | nein |
| has_tests | ja |
| lockfiles | Cargo.lock, uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | docs/Makefile, docs_nnx/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | flax/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 27/45 | Typprüfbarer Code — Jupyter Notebook mit Typprüfungs-Konfiguration (flax/py.typed) |
| 53.3/55 | Handhabbare Dateigrößen — 11/354 Quelldateien über 60 KB |
| primary_language | Jupyter Notebook |
| largest_source_bytes | 233.048 |
| source_files_sampled | 354 |
| oversized_source_files | 11 |
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| crates.io | pyo3 | 0.21.2 | flaxlib_src/Cargo.toml |
| PyPI | numpy | >=1.23.2 | pyproject.toml |
| PyPI | jax | >=0.10.0 | pyproject.toml |
| PyPI | msgpack | — | pyproject.toml |
| PyPI | optax | — | pyproject.toml |
| PyPI | orbax-checkpoint | — | pyproject.toml |
| PyPI | tensorstore | — | pyproject.toml |
| PyPI | rich | >=11.1 | pyproject.toml |
| PyPI | typing_extensions | >=4.2 | pyproject.toml |
| PyPI | PyYAML | >=5.4.1 | pyproject.toml |
| PyPI | treescope | >=0.1.7 | pyproject.toml |
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 17 direkte und 95 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| crates.io | pyo3 | 0.21.2 | direkt |
| PyPI | jax | — | direkt |
| PyPI | jax | 0.3.4 | direkt |
| PyPI | jax | 0.4.13 | direkt |
| PyPI | numpy | — | direkt |
| PyPI | numpy | 1.22.0 | direkt |
| PyPI | numpy | 1.23.5 | direkt |
| PyPI | numpy | 1.24.3 | direkt |
| PyPI | optax | — | direkt |
| PyPI | optax | 0.1.0 | direkt |
| PyPI | optax | 0.1.3 | direkt |
| PyPI | optax | 0.1.5 | direkt |
| PyPI | orbax-checkpoint | — | direkt |
| PyPI | pyyaml | — | direkt |
| PyPI | rich | — | direkt |
| PyPI | treescope | — | direkt |
| PyPI | typing-extensions | — | direkt |
| crates.io | autocfg | 1.3.0 | indirekt |
| crates.io | bitflags | 2.6.0 | indirekt |
| crates.io | cfg-if | 1.0.0 | indirekt |
| crates.io | heck | 0.4.1 | indirekt |
| crates.io | indoc | 2.0.5 | indirekt |
| crates.io | libc | 0.2.158 | indirekt |
| crates.io | lock_api | 0.4.12 | indirekt |
| crates.io | memoffset | 0.9.1 | indirekt |
| crates.io | once_cell | 1.20.0 | indirekt |
| crates.io | parking_lot | 0.12.3 | indirekt |
| crates.io | parking_lot_core | 0.9.10 | indirekt |
| crates.io | portable-atomic | 1.7.0 | indirekt |
| crates.io | proc-macro2 | 1.0.86 | indirekt |
| crates.io | pyo3-build-config | 0.21.2 | indirekt |
| crates.io | pyo3-ffi | 0.21.2 | indirekt |
| crates.io | pyo3-macros | 0.21.2 | indirekt |
| crates.io | pyo3-macros-backend | 0.21.2 | indirekt |
| crates.io | quote | 1.0.37 | indirekt |
| crates.io | redox_syscall | 0.5.7 | indirekt |
| crates.io | scopeguard | 1.2.0 | indirekt |
| crates.io | smallvec | 1.13.2 | indirekt |
| crates.io | syn | 2.0.77 | indirekt |
| crates.io | target-lexicon | 0.12.16 | indirekt |
| crates.io | unicode-ident | 1.0.13 | indirekt |
| crates.io | unindent | 0.2.3 | indirekt |
| crates.io | windows-targets | 0.52.6 | indirekt |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirekt |
| crates.io | windows_i686_gnu | 0.52.6 | indirekt |
| crates.io | windows_i686_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_i686_msvc | 0.52.6 | indirekt |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirekt |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_x86_64_msvc | 0.52.6 | indirekt |
| PyPI | absl-py | — | indirekt |
| PyPI | absl-py | 1.0.0 | indirekt |
| PyPI | absl-py | 1.4.0 | indirekt |
| PyPI | atari-py | 0.2.5 | indirekt |
| PyPI | cloudpickle | — | indirekt |
| PyPI | clu | 0.0.12 | indirekt |
| PyPI | clu | 0.0.6 | indirekt |
| PyPI | clu | 0.0.9 | indirekt |
| PyPI | datasets | — | indirekt |
| PyPI | dm-haiku | — | indirekt |
| PyPI | flax | — | indirekt |
| PyPI | flax | 0.3.6 | indirekt |
| PyPI | flax | 0.4.1 | indirekt |
| PyPI | flax | 0.6.0 | indirekt |
| PyPI | flax | 0.6.11 | indirekt |
| PyPI | flax | 0.6.5 | indirekt |
| PyPI | flax | 0.6.9 | indirekt |
| PyPI | google-benchmark | — | indirekt |
| PyPI | google-cloud-storage | — | indirekt |
| PyPI | grain | — | indirekt |
| PyPI | grain | 0.2.16 | indirekt |
| PyPI | gym | 0.18.3 | indirekt |
| PyPI | ipywidgets | — | indirekt |
| PyPI | jaxlib | 0.3.2+cuda11.cudnn82 | indirekt |
| PyPI | jaxlib | 0.4.13+cuda11.cudnn82 | indirekt |
| PyPI | jaxtyping | — | indirekt |
| PyPI | jraph | — | indirekt |
| PyPI | jraph | 0.0.2.dev0 | indirekt |
| PyPI | jupytext | 1.13.8 | indirekt |
| PyPI | kagglehub | — | indirekt |
| PyPI | keras | — | indirekt |
| PyPI | matplotlib | — | indirekt |
| PyPI | ml-collections | — | indirekt |
| PyPI | ml-collections | 0.1.0 | indirekt |
| PyPI | ml-collections | 0.1.1 | indirekt |
| PyPI | mlcroissant | — | indirekt |
| PyPI | nanobind | — | indirekt |
| PyPI | opencv-python | 4.5.4.60 | indirekt |
| PyPI | orbax-export | — | indirekt |
| PyPI | pillow | 10.2.0 | indirekt |
| PyPI | pre-commit | — | indirekt |
| PyPI | pygments | — | indirekt |
| PyPI | scikit-build-core | — | indirekt |
| PyPI | sentencepiece | — | indirekt |
| PyPI | sentencepiece | 0.1.96 | indirekt |
| PyPI | sentencepiece | 0.1.99 | indirekt |
| PyPI | sentencepiece | 0.2.0 | indirekt |
| PyPI | six | 1.15.0 | indirekt |
| PyPI | sklearn | 0.0 | indirekt |
| PyPI | sphinx | 6.2.1 | indirekt |
| PyPI | tensorflow | 2.11.1 | indirekt |
| PyPI | tensorflow | 2.12.0 | indirekt |
| PyPI | tensorflow | 2.13.0 | indirekt |
| PyPI | tensorflow-cpu | — | indirekt |
| PyPI | tensorflow-datasets | — | indirekt |
| PyPI | tensorflow-datasets | 4.4.0 | indirekt |
| PyPI | tensorflow-datasets | 4.9.2 | indirekt |
| PyPI | tensorflow-text | 2.13.0 | indirekt |
| PyPI | tensorflow-text | 2.7.0 | indirekt |
| PyPI | tensorflow-text | 2.8.1 | indirekt |
| PyPI | tqdm | 4.67.1 | indirekt |
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{
"key": "watchers",
"name": "Watchers",
"detail": "82 watchers",
"points": 10.6,
"status": "partial",
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{
"key": "community_health",
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"notes": [],
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"inputs": {
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"has_contributing": true,
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"components": [
{
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{
"key": "license",
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"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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{
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{
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},
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],
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],
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{
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}
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{
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],
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]
},
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{
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{
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"inputs": {
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},
{
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{
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"key": "openssf_scorecard_ci_tests",
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],
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]
},
{
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{
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{
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]
}
],
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{
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"components": [
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"points": 0,
"status": "missed",
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},
{
"key": "dependabot_config",
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"points": 0,
"status": "missed",
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},
{
"key": "dependency_lockfiles",
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]
},
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"notes": [
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"code": "jurisdiction_evidence_limits",
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],
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"inputs": {
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"components": [
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"details": [
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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],
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"inputs": {
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},
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},
{
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
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},
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"Could not fetch crates package 'flaxlib' from its registry",
"OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-18T13:28:17.154228Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/google/flax.svg",
"full_name": "google/flax",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.12.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.