Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 08:34 UTC
alan-turing-institute / autoemulate
Emulate simulations easily
alan-turing-institute/autoemulate erreicht einen Gesundheitsindex von 79 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (94/100) ab, am schwächsten bei Security (52/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
79
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.
79
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
The Alan Turing InstituteOrganisation
1.007 Follower657 öffentliche Reposseit Apr. 2016
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | autoemulate | 2.1.2 | - | 18 | vor 19 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
94
Entwicklungsaktivität
90Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 25.6/36 | Commit-Rhythmus — 37/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 1.306 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 1.306 |
| human_commit_share | 0,88 |
| days_since_last_push | 0 |
| active_weeks_last_year | 37 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 17 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 18 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 41,9 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 17 |
| latest_release_tag | v2.1.2 |
| releases_from_tags | nein |
| days_since_latest_release | 18 |
| mean_days_between_releases | 41,9 |
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?
66
Popularität & Verbreitung
50Mittel
Wie die Bewertung erfolgt
| 33.5/60 | Stars — 118 Stars |
| 13.4/25 | Forks — 42 Forks |
| 3.3/15 | Watcher — 5 Watcher |
Verwendete Eingangsdaten
| forks | 42 |
| stars | 118 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
85Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
82
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 16/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 29 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 24 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 26 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 24 |
| top_contributor_share | 0,289 |
Reaktionsfähigkeit bei Issues & PRs
92Exzellent
Wie die Bewertung erfolgt
| 41.3/46.8 | Issue-Lösungsquote — 88 % der Issues geschlossen |
| 35.2/38.3 | PR-Annahme — 453/492 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 453 |
| open_issues | 60 |
| closed_issues | 454 |
| issue_closed_ratio | 0,883 |
| closed_unmerged_prs | 39 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 21.6/25 | Reichweite des Inhabers — 1.007 Follower von alan-turing-institute |
| 25/25 | Kontohistorie — 657 öffentliche Repos, Kontoalter ca. 10 Jahre |
Verwendete Eingangsdaten
| followers | 1.007 |
| owner_type | Organization |
| is_verified | — |
| owner_login | alan-turing-institute |
| public_repos | 657 |
| account_age_days | 3.762 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 19 Tagen |
| 20/20 | Versionshistorie — 18 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | autoemulate |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 19 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
90
Engineering-Praktiken
94Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 5 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
85Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 14 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | hut23, hut23-1468, emulation, pytorch, active-learning, calibration, gaussian-processes, mcmc, sensitivity-analysis, uncertainty-quantification, ensemble, history-matching, neural-networks, aiphys |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
52
Sicherheitslage
47Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 26 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
| 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 — 109 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4,7 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 6.3/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — 2 betroffen: setuptools 68.0.0 (high 8.8), wheel 0.41.0 (high 7.1) |
| 28.6/40 | Keine offenen Advisories — 2 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 741 Tagen veröffentlicht |
Verwendete Eingangsdaten
| source | osv |
| advisories | 8 |
| affected_packages | 2 |
| assessed_packages | 172 |
| unassessed_packages | 0 |
| affected_by_severity | high 2 |
| direct_affected_packages | 0 |
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:autoemulate@2.1.2 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 172 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.
53
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 24.8/40 | Lesbare Commit-Historie — 41 von 88 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,466 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 4.030 |
AI-Verify-Loop (Build / Test / Typprüfung)
45Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 2/10 | Belegte Agentenpraxis — 1 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 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 | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0,01 |
| 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 — 0/113 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 50.214 |
| source_files_sampled | 113 |
| 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
118GitHub-Sterne
24Mitwirkende
1.306Commits, letzte 12 Monate
0Tage seit letztem Push
17Releases
2Bus-Faktor
60offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 42 ⇿
0Sterne
42Forks
16Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 2Minor 6Patch 7
Jeder Punkt umfasst 3 Tage.
OpenSSF Scorecard 4.7 / 10
4.7Gesamtwert
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 |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 26 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 |
| 10 | Maintained | 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
| 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 | 109 existing vulnerabilities detected |
Direkte Abhängigkeiten 22
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | matplotlib | >=3.7.2 | pyproject.toml |
| PyPI | seaborn | >=0.12.2 | pyproject.toml |
| PyPI | scikit-learn | >=1.3.0 | pyproject.toml |
| PyPI | pandas | >=2.1 | pyproject.toml |
| PyPI | torch | >=2.1.0 | pyproject.toml |
| PyPI | scipy | >=1.11.3 | pyproject.toml |
| PyPI | numpy | >=1.24 | pyproject.toml |
| PyPI | joblib | >=1.3.2 | pyproject.toml |
| PyPI | tqdm | >=4.66.2 | pyproject.toml |
| PyPI | lightgbm | >=4.3.0 | pyproject.toml |
| PyPI | ipywidgets | >=8.1.2 | pyproject.toml |
| PyPI | gpytorch | >=1.12 | pyproject.toml |
| PyPI | salib | >=1.5.1 | pyproject.toml |
| PyPI | torcheval | >=0.0.7 | pyproject.toml |
| PyPI | anytree | >=2.12.1 | pyproject.toml |
| PyPI | torchmetrics | >=1.7.1 | pyproject.toml |
| PyPI | pyro-ppl | >=1.9.1 | pyproject.toml |
| PyPI | torchrbf | >=0.0.1 | pyproject.toml |
| PyPI | arviz | >=0.21.0,<1.0 | pyproject.toml |
| PyPI | getdist | >=1.7.2 | pyproject.toml |
| PyPI | einops | >=0.8.1 | pyproject.toml |
| PyPI | harmonic | >=1.3.0 | pyproject.toml |
Alle Abhängigkeiten 316
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 27 direkte und 289 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | anytree | 2.13.0 | direkt |
| PyPI | arviz | 0.22.0 | direkt |
| PyPI | einops | 0.8.1 | direkt |
| PyPI | getdist | 1.7.2 | direkt |
| PyPI | gpytorch | 1.14 | direkt |
| PyPI | harmonic | 1.3.0 | direkt |
| PyPI | harmonic | 1.3.1 | direkt |
| PyPI | ipywidgets | 8.1.7 | direkt |
| PyPI | joblib | 1.5.1 | direkt |
| PyPI | lightgbm | 4.6.0 | direkt |
| PyPI | matplotlib | 3.10.5 | direkt |
| PyPI | numpy | 1.26.4 | direkt |
| PyPI | numpy | 2.3.2 | direkt |
| PyPI | pandas | 2.3.1 | direkt |
| PyPI | pyro-ppl | 1.9.1 | direkt |
| PyPI | salib | 1.5.1 | direkt |
| PyPI | scikit-learn | 1.7.2 | direkt |
| PyPI | scikit-learn | 1.8.0 | direkt |
| PyPI | scipy | 1.15.3 | direkt |
| PyPI | scipy | 1.16.1 | direkt |
| PyPI | seaborn | 0.13.2 | direkt |
| PyPI | torch | 2.11.0+cu126 | direkt |
| PyPI | torch | 2.7.1 | direkt |
| PyPI | torcheval | 0.0.7 | direkt |
| PyPI | torchmetrics | 1.8.0 | direkt |
| PyPI | torchrbf | 1.0.0 | direkt |
| PyPI | tqdm | 4.67.1 | direkt |
| PyPI | absl-py | 2.4.0 | indirekt |
| PyPI | accessible-pygments | 0.0.5 | indirekt |
| PyPI | aiofiles | 25.1.0 | indirekt |
| PyPI | alabaster | 0.7.16 | indirekt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | anyio | 4.13.0 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | argon2-cffi | 25.1.0 | indirekt |
| PyPI | argon2-cffi-bindings | 25.1.0 | indirekt |
| PyPI | arrow | 1.4.0 | indirekt |
| PyPI | asciitree | 0.3.3 | indirekt |
| PyPI | asttokens | 3.0.0 | indirekt |
| PyPI | async-lru | 2.3.0 | indirekt |
| PyPI | attrs | 25.3.0 | indirekt |
| PyPI | autoemulate | 1.1 | indirekt |
| PyPI | autoemulate | 2.1.1 | indirekt |
| PyPI | babel | 2.17.0 | indirekt |
| PyPI | beautifulsoup4 | 4.13.4 | indirekt |
| PyPI | black | 25.1.0 | indirekt |
| PyPI | bleach | 6.3.0 | indirekt |
| PyPI | certifi | 2025.7.14 | indirekt |
| PyPI | cffi | 1.17.1 | indirekt |
| PyPI | cfgv | 3.4.0 | indirekt |
| PyPI | charset-normalizer | 3.4.2 | indirekt |
| PyPI | chex | 0.1.90 | indirekt |
| PyPI | click | 8.2.1 | indirekt |
| PyPI | cloudpickle | 3.1.2 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | colorlog | 6.10.1 | indirekt |
| PyPI | comm | 0.2.3 | indirekt |
| PyPI | configmypy | 0.2.0 | indirekt |
| PyPI | contourpy | 1.3.2 | indirekt |
| PyPI | contourpy | 1.3.3 | indirekt |
| PyPI | coverage | 7.10.1 | indirekt |
| PyPI | crc32c | 2.7.1 | indirekt |
| PyPI | cuda-bindings | 12.9.6 | indirekt |
| PyPI | cuda-pathfinder | 1.5.4 | indirekt |
| PyPI | cuda-toolkit | 12.6.3 | indirekt |
| PyPI | cycler | 0.12.1 | indirekt |
| PyPI | cython | 3.2.4 | indirekt |
| PyPI | dataclasses-json | 0.6.7 | indirekt |
| PyPI | debugpy | 1.8.15 | indirekt |
| PyPI | decorator | 5.2.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | dill | 0.4.0 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | distrax | 0.1.5 | indirekt |
| PyPI | distrax | 0.1.7 | indirekt |
| PyPI | dm-tree | 0.1.9 | indirekt |
| PyPI | docutils | 0.21.2 | indirekt |
| PyPI | donfig | 0.8.1.post1 | indirekt |
| PyPI | etils | 1.13.0 | indirekt |
| PyPI | etils | 1.14.0 | indirekt |
| PyPI | exceptiongroup | 1.3.0 | indirekt |
| PyPI | execnet | 2.1.2 | indirekt |
| PyPI | executing | 2.2.0 | indirekt |
| PyPI | fasteners | 0.20 | indirekt |
| PyPI | fastjsonschema | 2.21.1 | indirekt |
| PyPI | filelock | 3.18.0 | indirekt |
| PyPI | flax | 0.10.7 | indirekt |
| PyPI | flax | 0.12.6 | indirekt |
| PyPI | fonttools | 4.59.0 | indirekt |
| PyPI | fqdn | 1.5.1 | indirekt |
| PyPI | fsspec | 2025.7.0 | indirekt |
| PyPI | furo | 2025.7.19 | indirekt |
| PyPI | gast | 0.7.0 | indirekt |
| PyPI | gitdb | 4.0.12 | indirekt |
| PyPI | gitpython | 3.1.45 | indirekt |
| PyPI | greenlet | 3.2.3 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | h5netcdf | 1.6.3 | indirekt |
| PyPI | h5py | 3.14.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | httpx | 0.28.1 | indirekt |
| PyPI | humanize | 4.15.0 | indirekt |
| PyPI | identify | 2.6.12 | indirekt |
| PyPI | idna | 3.10 | indirekt |
| PyPI | imagesize | 1.4.1 | indirekt |
| PyPI | importlib-metadata | 8.7.0 | indirekt |
| PyPI | importlib-resources | 6.5.2 | indirekt |
| PyPI | iniconfig | 2.1.0 | indirekt |
| PyPI | ipykernel | 6.30.0 | indirekt |
| PyPI | ipython | 8.37.0 | indirekt |
| PyPI | ipython | 9.4.0 | indirekt |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirekt |
| PyPI | isoduration | 20.11.0 | indirekt |
| PyPI | jax | 0.6.2 | indirekt |
| PyPI | jax | 0.9.2 | indirekt |
| PyPI | jaxlib | 0.6.2 | indirekt |
| PyPI | jaxlib | 0.9.2 | indirekt |
| PyPI | jaxtyping | 0.3.2 | indirekt |
| PyPI | jedi | 0.19.2 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | json5 | 0.13.0 | indirekt |
| PyPI | jsonpointer | 3.1.1 | indirekt |
| PyPI | jsonschema | 4.25.0 | indirekt |
| PyPI | jsonschema-specifications | 2025.4.1 | indirekt |
| PyPI | jupyter | 1.1.1 | indirekt |
| PyPI | jupyter-book | 1.0.4.post1 | indirekt |
| PyPI | jupyter-cache | 1.0.1 | indirekt |
| PyPI | jupyter-client | 8.6.3 | indirekt |
| PyPI | jupyter-console | 6.6.3 | indirekt |
| PyPI | jupyter-core | 5.8.1 | indirekt |
| PyPI | jupyter-events | 0.12.0 | indirekt |
| PyPI | jupyter-lsp | 2.3.0 | indirekt |
| PyPI | jupyter-server | 2.17.0 | indirekt |
| PyPI | jupyter-server-terminals | 0.5.4 | indirekt |
| PyPI | jupyterlab | — | indirekt |
| PyPI | jupyterlab | 4.4.5 | indirekt |
| PyPI | jupyterlab-pygments | 0.3.0 | indirekt |
| PyPI | jupyterlab-server | 2.28.0 | indirekt |
| PyPI | jupyterlab-widgets | 3.0.15 | indirekt |
| PyPI | kiwisolver | 1.4.8 | indirekt |
| PyPI | lark | 1.3.1 | indirekt |
| PyPI | latexcodec | 3.0.1 | indirekt |
| PyPI | lightning-utilities | 0.15.0 | indirekt |
| PyPI | linear-operator | 0.6 | indirekt |
| PyPI | linkify-it-py | 2.0.3 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.2 | indirekt |
| PyPI | marshmallow | 3.26.2 | indirekt |
| PyPI | matplotlib-inline | 0.1.7 | indirekt |
| PyPI | mdit-py-plugins | 0.4.2 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistune | 3.2.0 | indirekt |
| PyPI | mizani | 0.14.2 | indirekt |
| PyPI | ml-dtypes | 0.5.4 | indirekt |
| PyPI | modularcirc | — | indirekt |
| PyPI | mpmath | 1.3.0 | indirekt |
| PyPI | msgpack | 1.1.2 | indirekt |
| PyPI | multiprocess | 0.70.18 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | myst-nb | 1.3.0 | indirekt |
| PyPI | myst-parser | 3.0.1 | indirekt |
| PyPI | nbclient | 0.10.2 | indirekt |
| PyPI | nbconvert | 7.17.0 | indirekt |
| PyPI | nbformat | 5.10.4 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | networkx | 3.4.2 | indirekt |
| PyPI | networkx | 3.5 | indirekt |
| PyPI | neuraloperator | 1.0.2 | indirekt |
| PyPI | nodeenv | 1.9.1 | indirekt |
| PyPI | notebook | 7.4.5 | indirekt |
| PyPI | notebook-shim | 0.2.4 | indirekt |
| PyPI | numcodecs | 0.13.1 | indirekt |
| PyPI | numcodecs | 0.16.1 | indirekt |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | indirekt |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | indirekt |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.85 | indirekt |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | indirekt |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | indirekt |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | indirekt |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | indirekt |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | indirekt |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | indirekt |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | indirekt |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | indirekt |
| PyPI | nvidia-nccl-cu12 | 2.28.9 | indirekt |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | indirekt |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | indirekt |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | indirekt |
| PyPI | opt-einsum | 3.4.0 | indirekt |
| PyPI | optax | 0.2.8 | indirekt |
| PyPI | orbax-checkpoint | 0.11.33 | indirekt |
| PyPI | orbax-export | 0.0.8 | indirekt |
| PyPI | overrides | 7.7.0 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pandocfilters | 1.5.1 | indirekt |
| PyPI | parso | 0.8.4 | indirekt |
| PyPI | pathspec | 0.12.1 | indirekt |
| PyPI | patsy | 1.0.1 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pillow | 11.3.0 | indirekt |
| PyPI | platformdirs | 4.3.8 | indirekt |
| PyPI | plotnine | 0.15.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pre-commit | 4.2.0 | indirekt |
| PyPI | prometheus-client | 0.24.1 | indirekt |
| PyPI | prompt-toolkit | 3.0.51 | indirekt |
| PyPI | protobuf | 6.31.1 | indirekt |
| PyPI | psutil | 7.0.0 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | pure-eval | 0.2.3 | indirekt |
| PyPI | pybtex | 0.25.1 | indirekt |
| PyPI | pybtex-docutils | 1.0.3 | indirekt |
| PyPI | pycparser | 2.22 | indirekt |
| PyPI | pydantic | 2.11.7 | indirekt |
| PyPI | pydantic-core | 2.33.2 | indirekt |
| PyPI | pydata-sphinx-theme | 0.15.4 | indirekt |
| PyPI | pygments | 2.19.2 | indirekt |
| PyPI | pyparsing | 3.2.3 | indirekt |
| PyPI | pyright | 1.1.405 | indirekt |
| PyPI | pyro-api | 0.1.2 | indirekt |
| PyPI | pytest | 8.4.1 | indirekt |
| PyPI | pytest-cov | 6.2.1 | indirekt |
| PyPI | pytest-mock | 3.14.1 | indirekt |
| PyPI | pytest-xdist | 3.8.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-json-logger | 4.0.0 | indirekt |
| PyPI | pytz | 2025.2 | indirekt |
| PyPI | pywin32 | 311 | indirekt |
| PyPI | pywinpty | 3.0.3 | indirekt |
| PyPI | pyyaml | 6.0.2 | indirekt |
| PyPI | pyzmq | 27.0.0 | indirekt |
| PyPI | referencing | 0.36.2 | indirekt |
| PyPI | requests | 2.32.4 | indirekt |
| PyPI | rfc3339-validator | 0.1.4 | indirekt |
| PyPI | rfc3986-validator | 0.1.1 | indirekt |
| PyPI | rfc3987-syntax | 1.1.0 | indirekt |
| PyPI | rich | 14.3.3 | indirekt |
| PyPI | rpds-py | 0.26.0 | indirekt |
| PyPI | ruamel-yaml | 0.18.14 | indirekt |
| PyPI | ruamel-yaml-clib | 0.2.12 | indirekt |
| PyPI | ruff | 0.12.11 | indirekt |
| PyPI | send2trash | 2.1.0 | indirekt |
| PyPI | sentry-sdk | 2.34.1 | indirekt |
| PyPI | setuptools | 68.0.0 | indirekt |
| PyPI | setuptools-scm | 9.2.2 | indirekt |
| PyPI | simplejson | 3.20.2 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | smmap | 5.0.2 | indirekt |
| PyPI | snowballstemmer | 3.0.1 | indirekt |
| PyPI | soupsieve | 2.7 | indirekt |
| PyPI | sphinx | 7.4.7 | indirekt |
| PyPI | sphinx-autodoc-typehints | 2.3.0 | indirekt |
| PyPI | sphinx-basic-ng | 1.0.0b2 | indirekt |
| PyPI | sphinx-book-theme | 1.1.4 | indirekt |
| PyPI | sphinx-comments | 0.0.3 | indirekt |
| PyPI | sphinx-copybutton | 0.5.2 | indirekt |
| PyPI | sphinx-design | 0.6.1 | indirekt |
| PyPI | sphinx-external-toc | 1.0.1 | indirekt |
| PyPI | sphinx-jupyterbook-latex | 1.0.0 | indirekt |
| PyPI | sphinx-multitoc-numbering | 0.1.3 | indirekt |
| PyPI | sphinx-thebe | 0.3.1 | indirekt |
| PyPI | sphinx-togglebutton | 0.3.2 | indirekt |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-bibtex | 2.6.5 | indirekt |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirekt |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirekt |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirekt |
| PyPI | sqlalchemy | 2.0.42 | indirekt |
| PyPI | stack-data | 0.6.3 | indirekt |
| PyPI | statsmodels | 0.14.5 | indirekt |
| PyPI | sympy | 1.14.0 | indirekt |
| PyPI | tabulate | 0.9.0 | indirekt |
| PyPI | tensorflow-probability | 0.25.0 | indirekt |
| PyPI | tensorly | 0.9.0 | indirekt |
| PyPI | tensorly-torch | 0.5.0 | indirekt |
| PyPI | tensorstore | 0.1.78 | indirekt |
| PyPI | tensorstore | 0.1.82 | indirekt |
| PyPI | terminado | 0.18.1 | indirekt |
| PyPI | tfp-nightly | 0.26.0.dev20260325 | indirekt |
| PyPI | the-well | 1.1.0 | indirekt |
| PyPI | threadpoolctl | 3.6.0 | indirekt |
| PyPI | tinycss2 | 1.4.0 | indirekt |
| PyPI | tomli | 2.2.1 | indirekt |
| PyPI | toolz | 1.1.0 | indirekt |
| PyPI | torch-harmonics | 0.7.3 | indirekt |
| PyPI | tornado | 6.5.1 | indirekt |
| PyPI | traitlets | 5.14.3 | indirekt |
| PyPI | treescope | 0.1.10 | indirekt |
| PyPI | triton | 3.6.0 | indirekt |
| PyPI | typing-extensions | 4.14.1 | indirekt |
| PyPI | typing-inspect | 0.9.0 | indirekt |
| PyPI | typing-inspection | 0.4.1 | indirekt |
| PyPI | tzdata | 2025.2 | indirekt |
| PyPI | uc-micro-py | 1.0.3 | indirekt |
| PyPI | uri-template | 1.3.0 | indirekt |
| PyPI | urllib3 | 2.5.0 | indirekt |
| PyPI | uvloop | 0.22.1 | indirekt |
| PyPI | virtualenv | 20.32.0 | indirekt |
| PyPI | wadler-lindig | 0.1.7 | indirekt |
| PyPI | wandb | 0.21.1 | indirekt |
| PyPI | wcwidth | 0.2.13 | indirekt |
| PyPI | webcolors | 25.10.0 | indirekt |
| PyPI | webencodings | 0.5.1 | indirekt |
| PyPI | websocket-client | 1.9.0 | indirekt |
| PyPI | wheel | 0.41.0 | indirekt |
| PyPI | widgetsnbextension | 4.0.14 | indirekt |
| PyPI | wrapt | 2.1.2 | indirekt |
| PyPI | xarray | 2025.6.1 | indirekt |
| PyPI | xarray | 2025.7.1 | indirekt |
| PyPI | xarray-einstats | 0.8.0 | indirekt |
| PyPI | xarray-einstats | 0.9.1 | indirekt |
| PyPI | zarr | 2.18.3 | indirekt |
| PyPI | zarr | 3.1.1 | indirekt |
| PyPI | zipp | 3.23.0 | indirekt |
Abhängigkeits-Advisories 2
Die Installation von pypi:autoemulate@2.1.2 zieht 172 Pakete nach sich, direkt und transitiv: 2 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| setuptools | 68.0.0 | indirekt | hoch | 6 | 83.0.0 |
| wheel | 0.41.0 | indirekt | hoch | 2 | 0.46.2 |
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
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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 v0.27.0 — vollständige Methodik · Metriken-Wiki.
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