Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 11:44 UTC
a-r-j / ProteinWorkshop
Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities. (ICLR 2024)
a-r-j/ProteinWorkshop erreicht einen Gesundheitsindex von 54 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (84/100) ab, am schwächsten bei Vitality (25/100). Zuletzt vor 443 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
54
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.
54
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.
Eigentümerschaft
Arian JamasbPersönliches Konto
238 Follower34 öffentliche Reposseit Nov. 2016University of Cambridge
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 | proteinworkshop | 0.2.5 | - | 7 | vor 928 Tagen | proteinsdeep-learningdatasetsbenchmarks |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
25
Entwicklungsaktivität
1Kritisch
Wie die Bewertung erfolgt
| 0/36 | Push-Aktualität — letzter Push vor 443 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 | — |
| days_since_last_push | 443 |
| active_weeks_last_year | 0 |
Release-Disziplin
60Mittel
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 6 Releases veröffentlicht |
| 0/36 | Release-Aktualität — letztes Release vor 928 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 24,6 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 6 |
| latest_release_tag | v0.2.5 |
| releases_from_tags | nein |
| days_since_latest_release | 928 |
| mean_days_between_releases | 24,6 |
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?
52
Popularität & Verbreitung
54Mittel
Wie die Bewertung erfolgt
| 39.5/60 | Stars — 275 Stars |
| 11/25 | Forks — 22 Forks |
| 3.9/15 | Watcher — 6 Watcher |
Verwendete Eingangsdaten
| forks | 22 |
| stars | 275 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| 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?
69
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 14.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 34 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 10 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 10 |
| top_contributor_share | 0,339 |
Wie die Bewertung erfolgt
| 36.4/46.8 | Issue-Lösungsquote — 78 % der Issues geschlossen |
| 33.7/38.3 | PR-Annahme — 67/76 entschiedene PRs gemergt |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 9/11 approved changesets -- score normalized to 8 |
Verwendete Eingangsdaten
| merged_prs | 67 |
| open_issues | 6 |
| closed_issues | 21 |
| issue_closed_ratio | 0,778 |
| closed_unmerged_prs | 9 |
Eigentümerschaft & Trägerschaft
63Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 17.1/25 | Reichweite des Inhabers — 238 Follower von a-r-j |
| 23.2/25 | Kontohistorie — 34 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 238 |
| owner_type | User |
| is_verified | — |
| owner_login | a-r-j |
| public_repos | 34 |
| account_age_days | 3.520 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
69Mittel
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 4/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 928 Tagen |
| 20/20 | Versionshistorie — 7 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | proteinworkshop |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 928 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
84
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 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 — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://proteins.sh/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 8 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | benchmark, dataset, deep-learning, lightning, pretraining, protein, protein-structure, pytorch |
| has_wiki | ja |
| homepage | https://proteins.sh/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
39
Sicherheitslage
39Gefährdet
Wie 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 — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 9/11 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 — SAST tool is not run on all commits -- score normalized to 0 |
| 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 — 161 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3,9 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
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.
44
AI-Agentenkontext & Leitlinien
1Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
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 Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 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 | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/130 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 42.094 |
| source_files_sampled | 130 |
| 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 — notebooks |
Verwendete Eingangsdaten
| example_dirs | notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
275GitHub-Sterne
10Mitwirkende
0Commits, letzte 12 Monate
443Tage seit letztem Push
6Releases
2Bus-Faktor
6offene Issues
PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 3.9 / 10
3.9Gesamtwert
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 |
| 0 | CI-Tests | 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 9/11 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | 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 | SAST tool is not run on all commits -- score normalized to 0 |
| 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 | 161 existing vulnerabilities detected |
Direkte Abhängigkeiten 32
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | graphein | ^1.7.5 | pyproject.toml |
| PyPI | loguru | ^0.7.0 | pyproject.toml |
| PyPI | fair-esm | ^2.0.0 | pyproject.toml |
| PyPI | hydra-core | ^1.3.2 | pyproject.toml |
| PyPI | biotite | ^0.37.0 | pyproject.toml |
| PyPI | e3nn | ^0.5.1 | pyproject.toml |
| PyPI | einops | ^0.6.1 | pyproject.toml |
| PyPI | beartype | ^0.15.0 | pyproject.toml |
| PyPI | rich | ^13.5.2 | pyproject.toml |
| PyPI | pytdc | ^0.4.1 | pyproject.toml |
| PyPI | wandb | ^0.15.8 | pyproject.toml |
| PyPI | torchmetrics | ^1.2.0 | pyproject.toml |
| PyPI | lovely-tensors | ^0.1.15 | pyproject.toml |
| PyPI | psutil | ^5.9.5 | pyproject.toml |
| PyPI | tqdm | ^4.66.1 | pyproject.toml |
| PyPI | jaxtyping | ^0.2.24 | pyproject.toml |
| PyPI | omegaconf | ^2.3.0 | pyproject.toml |
| PyPI | pytorch-lightning | ^2.0.7 | pyproject.toml |
| PyPI | lightning | ^2.0.7 | pyproject.toml |
| PyPI | python-dotenv | ^1.0.0 | pyproject.toml |
| PyPI | wget | ^3.2 | pyproject.toml |
| PyPI | opt-einsum | ^3.3.0 | pyproject.toml |
| PyPI | torch | ^2.1.2 | pyproject.toml |
| PyPI | pyrootutils | ^1.0.4 | pyproject.toml |
| PyPI | torch-geometric | ^2.4.0 | pyproject.toml |
| PyPI | hydra-colorlog | ^1.2.0 | pyproject.toml |
| PyPI | foldcomp | ^0.0.5 | pyproject.toml |
| PyPI | captum | ^0.6.0 | pyproject.toml |
| PyPI | umap-learn | ^0.5.4 | pyproject.toml |
| PyPI | matplotlib | ^3.7.2 | pyproject.toml |
| PyPI | datashader | ^0.16.0 | pyproject.toml |
| PyPI | holoviews | ^1.18.0 | pyproject.toml |
Alle Abhängigkeiten 240
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 31 direkte und 209 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | beartype | 0.15.0 | direkt |
| PyPI | biotite | 0.37.0 | direkt |
| PyPI | captum | 0.6.0 | direkt |
| PyPI | datashader | 0.16.0 | direkt |
| PyPI | e3nn | 0.5.1 | direkt |
| PyPI | einops | 0.6.1 | direkt |
| PyPI | fair-esm | 2.0.0 | direkt |
| PyPI | foldcomp | 0.0.5 | direkt |
| PyPI | graphein | 1.7.6 | direkt |
| PyPI | holoviews | 1.18.3 | direkt |
| PyPI | hydra-colorlog | 1.2.0 | direkt |
| PyPI | hydra-core | 1.3.2 | direkt |
| PyPI | jaxtyping | 0.2.28 | direkt |
| PyPI | lightning | 2.2.1 | direkt |
| PyPI | loguru | 0.7.2 | direkt |
| PyPI | lovely-tensors | 0.1.15 | direkt |
| PyPI | matplotlib | 3.8.3 | direkt |
| PyPI | omegaconf | 2.3.0 | direkt |
| PyPI | opt-einsum | 3.3.0 | direkt |
| PyPI | psutil | 5.9.8 | direkt |
| PyPI | pyrootutils | 1.0.4 | direkt |
| PyPI | pytdc | 0.4.1 | direkt |
| PyPI | python-dotenv | 1.0.1 | direkt |
| PyPI | pytorch-lightning | 2.2.1 | direkt |
| PyPI | rich | 13.7.1 | direkt |
| PyPI | torch-geometric | 2.5.2 | direkt |
| PyPI | torchmetrics | 1.3.2 | direkt |
| PyPI | tqdm | 4.66.2 | direkt |
| PyPI | umap-learn | 0.5.5 | direkt |
| PyPI | wandb | 0.15.12 | direkt |
| PyPI | wget | 3.2 | direkt |
| PyPI | aiohttp | 3.9.3 | indirekt |
| PyPI | aiosignal | 1.3.1 | indirekt |
| PyPI | alabaster | 0.7.16 | indirekt |
| PyPI | antlr4-python3-runtime | 4.9.3 | indirekt |
| PyPI | anyio | 4.3.0 | indirekt |
| PyPI | appdirs | 1.4.4 | indirekt |
| PyPI | asttokens | 2.4.1 | indirekt |
| PyPI | async-timeout | 4.0.3 | indirekt |
| PyPI | attrs | 23.2.0 | indirekt |
| PyPI | babel | 2.14.0 | indirekt |
| PyPI | beautifulsoup4 | 4.12.3 | indirekt |
| PyPI | biopandas | 0.5.1.dev0 | indirekt |
| PyPI | biopython | 1.83 | indirekt |
| PyPI | bioservices | 1.11.2 | indirekt |
| PyPI | black | 23.12.1 | indirekt |
| PyPI | bleach | 6.1.0 | indirekt |
| PyPI | bokeh | 3.3.4 | indirekt |
| PyPI | cattrs | 23.2.3 | indirekt |
| PyPI | certifi | 2024.2.2 | indirekt |
| PyPI | cffi | 1.16.0 | indirekt |
| PyPI | cfgv | 3.4.0 | indirekt |
| PyPI | charset-normalizer | 3.3.2 | indirekt |
| PyPI | click | 8.1.7 | indirekt |
| PyPI | cloudpickle | 3.0.0 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | colorcet | 3.1.0 | indirekt |
| PyPI | colorlog | 6.8.2 | indirekt |
| PyPI | contourpy | 1.2.0 | indirekt |
| PyPI | cycler | 0.12.1 | indirekt |
| PyPI | dask | 2024.3.1 | indirekt |
| PyPI | dataclasses | 0.6 | indirekt |
| PyPI | decorator | 5.1.1 | indirekt |
| PyPI | deepdiff | 6.7.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | distlib | 0.3.8 | indirekt |
| PyPI | docker-pycreds | 0.4.0 | indirekt |
| PyPI | docutils | 0.20.1 | indirekt |
| PyPI | easydev | 0.13.1 | indirekt |
| PyPI | emoji | 2.11.0 | indirekt |
| PyPI | entrypoints | 0.4 | indirekt |
| PyPI | exceptiongroup | 1.2.0 | indirekt |
| PyPI | executing | 2.0.1 | indirekt |
| PyPI | fastcore | 1.5.29 | indirekt |
| PyPI | fastjsonschema | 2.19.1 | indirekt |
| PyPI | filelock | 3.13.3 | indirekt |
| PyPI | fonttools | 4.50.0 | indirekt |
| PyPI | frozenlist | 1.4.1 | indirekt |
| PyPI | fsspec | 2024.3.1 | indirekt |
| PyPI | furo | 2023.9.10 | indirekt |
| PyPI | fuzzywuzzy | 0.18.0 | indirekt |
| PyPI | gevent | 24.2.1 | indirekt |
| PyPI | gitdb | 4.0.11 | indirekt |
| PyPI | gitpython | 3.1.42 | indirekt |
| PyPI | greenlet | 3.0.3 | indirekt |
| PyPI | grequests | 0.7.0 | indirekt |
| PyPI | h11 | 0.14.0 | indirekt |
| PyPI | httpcore | 1.0.4 | indirekt |
| PyPI | httpx | 0.27.0 | indirekt |
| PyPI | huggingface-hub | 0.22.1 | indirekt |
| PyPI | identify | 2.5.35 | indirekt |
| PyPI | idna | 3.6 | indirekt |
| PyPI | imagesize | 1.4.1 | indirekt |
| PyPI | importlib-metadata | 7.1.0 | indirekt |
| PyPI | importlib-resources | 6.4.0 | indirekt |
| PyPI | iniconfig | 2.0.0 | indirekt |
| PyPI | ipython | 8.18.1 | indirekt |
| PyPI | isort | 5.13.2 | indirekt |
| PyPI | jedi | 0.19.1 | indirekt |
| PyPI | jinja2 | 3.1.3 | indirekt |
| PyPI | joblib | 1.3.2 | indirekt |
| PyPI | jsonschema | 4.21.1 | indirekt |
| PyPI | jsonschema-specifications | 2023.12.1 | indirekt |
| PyPI | jupyter-client | 8.6.1 | indirekt |
| PyPI | jupyter-core | 5.7.2 | indirekt |
| PyPI | jupyterlab-pygments | 0.3.0 | indirekt |
| PyPI | kiwisolver | 1.4.5 | indirekt |
| PyPI | lightning-utilities | 0.11.1 | indirekt |
| PyPI | line-profiler | 4.1.2 | indirekt |
| PyPI | linkify-it-py | 2.0.3 | indirekt |
| PyPI | llvmlite | 0.42.0 | indirekt |
| PyPI | locket | 1.0.0 | indirekt |
| PyPI | looseversion | 1.1.2 | indirekt |
| PyPI | lovely-numpy | 0.2.11 | indirekt |
| PyPI | lxml | 5.1.0 | indirekt |
| PyPI | m2r2 | 0.3.3.post2 | indirekt |
| PyPI | markdown | 3.6 | indirekt |
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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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}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 v0.11.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.