Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.12.0 · Metriken 1.13.0 · 2026-07-17 22:33 UTC
galacticdynamics / phasecurvefit
Construct Paths through Phase-Space Points
galacticdynamics/phasecurvefit erreicht einen Gesundheitsindex von 68 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (92/100) ab, am schwächsten bei Community & Adoption (45/100). Zuletzt vor 4 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
68
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.
68
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
GalacticDynamicsOrganisation
34 Follower18 öffentliche Reposseit Nov. 2023
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 | phasecurvefit | 0.3.1 | - | 4 | vor 4 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
81
Entwicklungsaktivität
68Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 4 Tagen |
| 8.3/36 | Commit-Rhythmus — 12/52 Wochen mit Commits |
| 14.2/18 | Commit-Volumen — 37 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 37 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 12 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 5 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 4 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 35,8 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 5 |
| latest_release_tag | v0.3.1 |
| releases_from_tags | nein |
| days_since_latest_release | 4 |
| mean_days_between_releases | 35,8 |
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?
45
Popularität & Verbreitung
10Kritisch
Wie die Bewertung erfolgt
| 7.7/60 | Stars — 4 Stars |
| 2.5/25 | Forks — 3 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 3 |
| stars | 4 |
| watchers | 0 |
| 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?
57
Maintainer-Resilienz (Bus-Faktor)
27Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 7.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 65 % der Commits |
| 4.1/13.5 | Breite der Beitragenden — 3 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,649 |
Wie die Bewertung erfolgt
| 31.2/46.8 | Issue-Lösungsquote — 67 % der Issues geschlossen |
| 33.9/38.3 | PR-Annahme — 39/44 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 39 |
| open_issues | 1 |
| closed_issues | 2 |
| issue_closed_ratio | 0,667 |
| closed_unmerged_prs | 5 |
Eigentümerschaft & Trägerschaft
56Mittel
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 11.1/25 | Reichweite des Inhabers — 34 Follower von GalacticDynamics |
| 14.7/25 | Kontohistorie — 18 öffentliche Repos, Kontoalter ca. 2 Jahre |
Verwendete Eingangsdaten
| followers | 34 |
| owner_type | Organization |
| is_verified | — |
| owner_login | GalacticDynamics |
| public_repos | 18 |
| account_age_days | 981 |
Paketpflege
92Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 4 Tagen |
| 12/20 | Versionshistorie — 4 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | phasecurvefit |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 4 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
92
Engineering-Praktiken
94Exzellent
Wie die Bewertung erfolgt
| 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 |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 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
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://phasecurvefit.readthedocs.io/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 7 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | jax, autoencoder, curve-fitting, high-performance, ml, nearest-neighbors, phase-space |
| has_wiki | nein |
| homepage | https://phasecurvefit.readthedocs.io/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
63
Sicherheitslage
63Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 |
| 0/7.5 | Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 7.5/7.5 | Maintained — 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 2/5 | SAST — SAST tool is not run on all commits -- score normalized to 4 |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 21 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): 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.
69
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — .github/copilot-instructions.md |
| 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 | .github/copilot-instructions.md |
| agent_instruction_max_bytes | 5.692 |
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, noxfile.py |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 5/8 | Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet |
| 7/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | docs/Makefile, noxfile.py |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. 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 — 0/60 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 44.783 |
| source_files_sampled | 60 |
| 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
4GitHub-Sterne
3Mitwirkende
37Commits, letzte 12 Monate
4Tage seit letztem Push
5Releases
1Bus-Faktor
1offene Issues
PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 6.3 / 10
6.3Gesamtwert
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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 |
| 0 | Code-Review | Found 0/18 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 10 | Maintained | 20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 4 | SAST | SAST tool is not run on all commits -- score normalized to 4 |
| 4 | Security-Policy | security policy file detected |
| k. A. | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 21 existing vulnerabilities detected |
Direkte Abhängigkeiten 11
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | equinox | >=0.13.5 | pyproject.toml |
| PyPI | jax | >=0.7.2 | pyproject.toml |
| PyPI | jaxmore | >=0.4.0 | pyproject.toml |
| PyPI | jax-tqdm | >=0.4.0 | pyproject.toml |
| PyPI | jaxtyping | >=0.3.5 | pyproject.toml |
| PyPI | optax | >=0.2.4 | pyproject.toml |
| PyPI | optional-dependencies | >=0.4.0 | pyproject.toml |
| PyPI | plum-dispatch | >=2.6.1 | pyproject.toml |
| PyPI | quax | >=0.2.1 | pyproject.toml |
| PyPI | scipy | >=1.11 | pyproject.toml |
| PyPI | zeroth | >=1.0.1 | pyproject.toml |
Alle Abhängigkeiten 203
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 11 direkte und 192 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | equinox | 0.13.5 | direkt |
| PyPI | jax | 0.8.2 | direkt |
| PyPI | jax-tqdm | 0.4.0 | direkt |
| PyPI | jaxmore | 0.4.0 | direkt |
| PyPI | jaxtyping | 0.3.11 | direkt |
| PyPI | optax | 0.2.6 | direkt |
| PyPI | optional-dependencies | 0.4.0 | direkt |
| PyPI | plum-dispatch | 2.7.1 | direkt |
| PyPI | quax | 0.2.1 | direkt |
| PyPI | scipy | 1.17.0 | direkt |
| PyPI | zeroth | 1.0.1 | direkt |
| PyPI | absl-py | 2.3.1 | indirekt |
| PyPI | accessible-pygments | 0.0.5 | indirekt |
| PyPI | alabaster | 1.0.0 | indirekt |
| PyPI | anyio | 4.12.1 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | argcomplete | 3.6.3 | indirekt |
| PyPI | astroid | 4.0.3 | indirekt |
| PyPI | astropy | 7.2.0 | indirekt |
| PyPI | astropy-iers-data | 0.2026.1.12.0.42.13 | indirekt |
| PyPI | asttokens | 3.0.1 | indirekt |
| PyPI | attrs | 25.4.0 | indirekt |
| PyPI | babel | 2.17.0 | indirekt |
| PyPI | beartype | 0.21.0 | indirekt |
| PyPI | beautifulsoup4 | 4.14.3 | indirekt |
| PyPI | bleach | 6.4.0 | indirekt |
| PyPI | certifi | 2026.1.4 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | cfgv | 3.5.0 | indirekt |
| PyPI | charset-normalizer | 3.4.4 | indirekt |
| PyPI | chex | 0.1.91 | indirekt |
| PyPI | click | 8.3.1 | 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 | commitizen | 4.11.3 | indirekt |
| PyPI | contourpy | 1.3.3 | indirekt |
| PyPI | coordinax | 0.23.2 | indirekt |
| PyPI | coverage | 7.13.1 | indirekt |
| PyPI | cycler | 0.12.1 | indirekt |
| PyPI | cz-conventional-gitmoji | 0.7.0 | indirekt |
| PyPI | dataclassish | 0.8.0 | indirekt |
| PyPI | debugpy | 1.8.19 | indirekt |
| PyPI | decli | 0.6.3 | indirekt |
| PyPI | decorator | 5.2.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | dependency-groups | 1.3.1 | indirekt |
| PyPI | deprecated | 1.3.1 | indirekt |
| PyPI | diffrax | 0.7.0 | indirekt |
| PyPI | diffraxtra | 1.5.2 | indirekt |
| PyPI | dill | 0.4.0 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | dm-tree | 0.1.9 | indirekt |
| PyPI | docutils | 0.21.2 | indirekt |
| PyPI | executing | 2.2.1 | indirekt |
| PyPI | fastjsonschema | 2.21.2 | indirekt |
| PyPI | filelock | 3.20.3 | indirekt |
| PyPI | fonttools | 4.61.1 | indirekt |
| PyPI | galax | 0.0.3.dev394+gd9f413a3e | indirekt |
| PyPI | gast | 0.7.0 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | humanize | 4.15.0 | indirekt |
| PyPI | hypothesis | 6.150.2 | indirekt |
| PyPI | identify | 2.6.16 | indirekt |
| PyPI | idna | 3.15 | indirekt |
| PyPI | imagesize | 1.4.1 | indirekt |
| PyPI | iniconfig | 2.3.0 | indirekt |
| PyPI | interpax | 0.3.12 | indirekt |
| PyPI | ipykernel | 7.1.0 | indirekt |
| PyPI | ipython | 9.9.0 | indirekt |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirekt |
| PyPI | ipywidgets | 8.1.8 | indirekt |
| PyPI | is-annotated | 1.0.1 | indirekt |
| PyPI | isort | 7.0.0 | indirekt |
| PyPI | jaxkd | 0.1.2 | indirekt |
| PyPI | jaxlib | 0.8.2 | indirekt |
| PyPI | jedi | 0.19.2 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | jsonschema | 4.26.0 | indirekt |
| PyPI | jsonschema-specifications | 2025.9.1 | indirekt |
| PyPI | jupyter-client | 8.8.0 | indirekt |
| PyPI | jupyter-core | 5.9.1 | indirekt |
| PyPI | jupyterlab-pygments | 0.3.0 | indirekt |
| PyPI | jupyterlab-widgets | 3.0.16 | indirekt |
| PyPI | kiwisolver | 1.4.9 | indirekt |
| PyPI | latexcodec | 3.0.1 | indirekt |
| PyPI | lineax | 0.0.8 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | matplotlib | 3.10.8 | indirekt |
| PyPI | matplotlib-inline | 0.2.1 | indirekt |
| PyPI | mccabe | 0.7.0 | indirekt |
| PyPI | mdit-py-plugins | 0.5.0 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistune | 3.2.1 | indirekt |
| PyPI | ml-dtypes | 0.5.4 | indirekt |
| PyPI | myst-parser | 4.0.1 | indirekt |
| PyPI | nbclient | 0.10.4 | indirekt |
| PyPI | nbconvert | 7.17.1 | indirekt |
| PyPI | nbformat | 5.10.4 | indirekt |
| PyPI | nbsphinx | 0.9.8 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | nodeenv | 1.10.0 | indirekt |
| PyPI | nox | 2025.11.12 | indirekt |
| PyPI | nox-uv | 0.7.0 | indirekt |
| PyPI | numpy | 2.3.5 | indirekt |
| PyPI | oncequinox | 0.1.0 | indirekt |
| PyPI | opt-einsum | 3.4.0 | indirekt |
| PyPI | optimistix | 0.0.11 | indirekt |
| PyPI | optype | 0.15.0 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pandocfilters | 1.5.1 | indirekt |
| PyPI | parso | 0.8.5 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pillow | 12.2.0 | indirekt |
| PyPI | platformdirs | 4.5.1 | indirekt |
| PyPI | plotting-backends | 0.1.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pre-commit | 4.5.1 | indirekt |
| PyPI | prompt-toolkit | 3.0.51 | indirekt |
| PyPI | psutil | 7.2.1 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | pure-eval | 0.2.3 | indirekt |
| PyPI | py-cpuinfo | 9.0.0 | indirekt |
| PyPI | pybtex | 0.25.1 | indirekt |
| PyPI | pybtex-docutils | 1.0.3 | indirekt |
| PyPI | pycparser | 2.23 | indirekt |
| PyPI | pydata-sphinx-theme | 0.15.4 | indirekt |
| PyPI | pyerfa | 2.0.1.5 | indirekt |
| PyPI | pygments | 2.19.2 | indirekt |
| PyPI | pylint | 4.0.4 | indirekt |
| PyPI | pyparsing | 3.3.1 | indirekt |
| PyPI | pytest | 9.0.3 | indirekt |
| PyPI | pytest-arraydiff | 0.6.1 | indirekt |
| PyPI | pytest-benchmark | 5.2.3 | indirekt |
| PyPI | pytest-codspeed | 4.2.0 | indirekt |
| PyPI | pytest-cov | 7.0.0 | indirekt |
| PyPI | pytest-env | 1.2.0 | indirekt |
| PyPI | pytest-github-actions-annotate-failures | 0.3.0 | indirekt |
| PyPI | pytest-mpl | 0.18.0 | indirekt |
| PyPI | pytest-randomly | 4.0.1 | indirekt |
| PyPI | pytest-timeout | 2.4.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | pytz | 2025.2 | indirekt |
| PyPI | pyyaml | 6.0.3 | indirekt |
| PyPI | pyzmq | 27.1.0 | indirekt |
| PyPI | quax-blocks | 0.4.0 | indirekt |
| PyPI | quaxed | 0.10.4 | indirekt |
| PyPI | questionary | 2.1.1 | indirekt |
| PyPI | referencing | 0.37.0 | indirekt |
| PyPI | requests | 2.33.0 | indirekt |
| PyPI | rich | 14.2.0 | indirekt |
| PyPI | roman-numerals | 4.1.0 | indirekt |
| PyPI | roman-numerals-py | 4.1.0 | indirekt |
| PyPI | rpds-py | 0.30.0 | indirekt |
| PyPI | setuptools | 80.9.0 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | snowballstemmer | 3.0.1 | indirekt |
| PyPI | sortedcontainers | 2.4.0 | indirekt |
| PyPI | soupsieve | 2.8.4 | indirekt |
| PyPI | sphinx | 8.2.3 | indirekt |
| PyPI | sphinx-autobuild | 2025.8.25 | indirekt |
| PyPI | sphinx-autodoc-typehints | 3.5.2 | indirekt |
| PyPI | sphinx-book-theme | 1.1.4 | indirekt |
| PyPI | sphinx-copybutton | 0.5.2 | indirekt |
| PyPI | sphinx-design | 0.6.1 | indirekt |
| PyPI | sphinx-prompt | 1.10.2 | indirekt |
| PyPI | sphinx-togglebutton | 0.4.4 | 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 | sphinxext-opengraph | 0.13.0 | indirekt |
| PyPI | stack-data | 0.6.3 | indirekt |
| PyPI | starlette | 1.3.1 | indirekt |
| PyPI | sybil | 9.3.0 | indirekt |
| PyPI | termcolor | 3.3.0 | indirekt |
| PyPI | tfp-nightly | 0.26.0.dev20260130 | indirekt |
| PyPI | tinycss2 | 1.4.0 | indirekt |
| PyPI | tomlkit | 0.14.0 | indirekt |
| PyPI | toolz | 1.1.0 | indirekt |
| PyPI | tornado | 6.5.7 | indirekt |
| PyPI | tqdm | 4.67.1 | indirekt |
| PyPI | traitlets | 5.14.3 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | unxt | 1.10.4 | indirekt |
| PyPI | unxt-api | 1.10.1 | indirekt |
| PyPI | urllib3 | 2.7.0 | indirekt |
| PyPI | uvicorn | 0.40.0 | indirekt |
| PyPI | virtualenv | 20.36.1 | indirekt |
| PyPI | wadler-lindig | 0.1.7 | indirekt |
| PyPI | watchfiles | 1.1.1 | indirekt |
| PyPI | wcwidth | 0.2.14 | indirekt |
| PyPI | webencodings | 0.5.1 | indirekt |
| PyPI | websockets | 16.0 | indirekt |
| PyPI | wheel | 0.46.2 | indirekt |
| PyPI | widgetsnbextension | 4.0.15 | indirekt |
| PyPI | wrapt | 2.0.1 | indirekt |
| PyPI | xmmutablemap | 0.2.1 | indirekt |
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"jax",
"autoencoder",
"curve-fitting",
"high-performance",
"ml",
"nearest-neighbors",
"phase-space"
],
"is_fork": false,
"size_kb": 8977,
"has_wiki": false,
"homepage": "https://phasecurvefit.readthedocs.io/",
"languages": {
"Python": 493209
},
"pushed_at": "2026-07-13T19:46:07Z",
"created_at": "2026-01-14T19:28:51Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T19:32:27Z",
"description": "Construct Paths through Phase-Space Points",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "GalacticDynamics",
"type": "Organization",
"login": "GalacticDynamics",
"company": null,
"followers": 34,
"avatar_url": "https://avatars.githubusercontent.com/u/150391400?v=4",
"created_at": "2023-11-09T20:55:18Z",
"is_verified": null,
"public_repos": 18,
"account_age_days": 981
},
"activity": {
"releases_count": 5,
"commits_last_year": 37,
"latest_release_at": "2026-07-13T19:46:08Z",
"latest_release_tag": "v0.3.1",
"releases_from_tags": false,
"days_since_last_push": 4,
"active_weeks_last_year": 12,
"days_since_latest_release": 4,
"mean_days_between_releases": 35.8
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "phasecurvefit",
"exists": true,
"license": null,
"keywords": [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering",
"Typing :: Typed"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/phasecurvefit/",
"is_deprecated": false,
"latest_version": "0.3.1",
"repository_url": "https://github.com/GalacticDynamics/phasecurvefit",
"versions_count": 4,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-02-20T14:49:40.756174Z",
"latest_published_at": "2026-07-13T19:48:05.344981Z",
"latest_version_yanked": null,
"days_since_latest_publish": 4
}
]
},
"popularity": {
"forks": 3,
"stars": 4,
"watchers": 0,
"open_issues_and_prs": 2
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"docs/Makefile",
"noxfile.py"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 44783,
"source_files_sampled": 60,
"oversized_source_files": 0,
"agent_instruction_files": [
".github/copilot-instructions.md"
],
"agent_instruction_max_bytes": 5692
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "equinox",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.13.5"
},
{
"name": "jax",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.7.2"
},
{
"name": "jaxmore",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.0"
},
{
"name": "jax-tqdm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.0"
},
{
"name": "jaxtyping",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.3.5"
},
{
"name": "optax",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.2.4"
},
{
"name": "optional-dependencies",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.0"
},
{
"name": "plum-dispatch",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.6.1"
},
{
"name": "quax",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.2.1"
},
{
"name": "scipy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.11"
},
{
"name": "zeroth",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0.1"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "equinox",
"direct": true,
"version": "0.13.5",
"ecosystem": "pypi"
},
{
"name": "jax",
"direct": true,
"version": "0.8.2",
"ecosystem": "pypi"
},
{
"name": "jax-tqdm",
"direct": true,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "jaxmore",
"direct": true,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "jaxtyping",
"direct": true,
"version": "0.3.11",
"ecosystem": "pypi"
},
{
"name": "optax",
"direct": true,
"version": "0.2.6",
"ecosystem": "pypi"
},
{
"name": "optional-dependencies",
"direct": true,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "plum-dispatch",
"direct": true,
"version": "2.7.1",
"ecosystem": "pypi"
},
{
"name": "quax",
"direct": true,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": true,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "zeroth",
"direct": true,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "absl-py",
"direct": false,
"version": "2.3.1",
"ecosystem": "pypi"
},
{
"name": "accessible-pygments",
"direct": false,
"version": "0.0.5",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.12.1",
"ecosystem": "pypi"
},
{
"name": "appnope",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "argcomplete",
"direct": false,
"version": "3.6.3",
"ecosystem": "pypi"
},
{
"name": "astroid",
"direct": false,
"version": "4.0.3",
"ecosystem": "pypi"
},
{
"name": "astropy",
"direct": false,
"version": "7.2.0",
"ecosystem": "pypi"
},
{
"name": "astropy-iers-data",
"direct": false,
"version": "0.2026.1.12.0.42.13",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.4.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.17.0",
"ecosystem": "pypi"
},
{
"name": "beartype",
"direct": false,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "bleach",
"direct": false,
"version": "6.4.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.1.4",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "chex",
"direct": false,
"version": "0.1.91",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "colorlog",
"direct": false,
"version": "6.10.1",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "commitizen",
"direct": false,
"version": "4.11.3",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "coordinax",
"direct": false,
"version": "0.23.2",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.1",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "cz-conventional-gitmoji",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "dataclassish",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.19",
"ecosystem": "pypi"
},
{
"name": "decli",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "dependency-groups",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "deprecated",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "diffrax",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "diffraxtra",
"direct": false,
"version": "1.5.2",
"ecosystem": "pypi"
},
{
"name": "dill",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "dm-tree",
"direct": false,
"version": "0.1.9",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "fastjsonschema",
"direct": false,
"version": "2.21.2",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.61.1",
"ecosystem": "pypi"
},
{
"name": "galax",
"direct": false,
"version": "0.0.3.dev394+gd9f413a3e",
"ecosystem": "pypi"
},
{
"name": "gast",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "humanize",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "hypothesis",
"direct": false,
"version": "6.150.2",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.16",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "interpax",
"direct": false,
"version": "0.3.12",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "7.1.0",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "9.9.0",
"ecosystem": "pypi"
},
{
"name": "ipython-pygments-lexers",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "ipywidgets",
"direct": false,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "is-annotated",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "isort",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "jaxkd",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "jaxlib",
"direct": false,
"version": "0.8.2",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-client",
"direct": false,
"version": "8.8.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-core",
"direct": false,
"version": "5.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-pygments",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-widgets",
"direct": false,
"version": "3.0.16",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.4.9",
"ecosystem": "pypi"
},
{
"name": "latexcodec",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "lineax",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": "3.10.8",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "mccabe",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mistune",
"direct": false,
"version": "3.2.1",
"ecosystem": "pypi"
},
{
"name": "ml-dtypes",
"direct": false,
"version": "0.5.4",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "nbclient",
"direct": false,
"version": "0.10.4",
"ecosystem": "pypi"
},
{
"name": "nbconvert",
"direct": false,
"version": "7.17.1",
"ecosystem": "pypi"
},
{
"name": "nbformat",
"direct": false,
"version": "5.10.4",
"ecosystem": "pypi"
},
{
"name": "nbsphinx",
"direct": false,
"version": "0.9.8",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "nox",
"direct": false,
"version": "2025.11.12",
"ecosystem": "pypi"
},
{
"name": "nox-uv",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.3.5",
"ecosystem": "pypi"
},
{
"name": "oncequinox",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "opt-einsum",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "optimistix",
"direct": false,
"version": "0.0.11",
"ecosystem": "pypi"
},
{
"name": "optype",
"direct": false,
"version": "0.15.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandocfilters",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.5",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "plotting-backends",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.51",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "7.2.1",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "py-cpuinfo",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "pybtex",
"direct": false,
"version": "0.25.1",
"ecosystem": "pypi"
},
{
"name": "pybtex-docutils",
"direct": false,
"version": "1.0.3",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.23",
"ecosystem": "pypi"
},
{
"name": "pydata-sphinx-theme",
"direct": false,
"version": "0.15.4",
"ecosystem": "pypi"
},
{
"name": "pyerfa",
"direct": false,
"version": "2.0.1.5",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pylint",
"direct": false,
"version": "4.0.4",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-arraydiff",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": "5.2.3",
"ecosystem": "pypi"
},
{
"name": "pytest-codspeed",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "pytest-env",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "pytest-github-actions-annotate-failures",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-mpl",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "pytest-randomly",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "27.1.0",
"ecosystem": "pypi"
},
{
"name": "quax-blocks",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "quaxed",
"direct": false,
"version": "0.10.4",
"ecosystem": "pypi"
},
{
"name": "questionary",
"direct": false,
"version": "2.1.1",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.2.0",
"ecosystem": "pypi"
},
{
"name": "roman-numerals",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "roman-numerals-py",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "80.9.0",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.4",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.2.3",
"ecosystem": "pypi"
},
{
"name": "sphinx-autobuild",
"direct": false,
"version": "2025.8.25",
"ecosystem": "pypi"
},
{
"name": "sphinx-autodoc-typehints",
"direct": false,
"version": "3.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-book-theme",
"direct": false,
"version": "1.1.4",
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-design",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "sphinx-prompt",
"direct": false,
"version": "1.10.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-togglebutton",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-bibtex",
"direct": false,
"version": "2.6.5",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxext-opengraph",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "sybil",
"direct": false,
"version": "9.3.0",
"ecosystem": "pypi"
},
{
"name": "termcolor",
"direct": false,
"version": "3.3.0",
"ecosystem": "pypi"
},
{
"name": "tfp-nightly",
"direct": false,
"version": "0.26.0.dev20260130",
"ecosystem": "pypi"
},
{
"name": "tinycss2",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "tomlkit",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "toolz",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "tornado",
"direct": false,
"version": "6.5.7",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.14.3",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "unxt",
"direct": false,
"version": "1.10.4",
"ecosystem": "pypi"
},
{
"name": "unxt-api",
"direct": false,
"version": "1.10.1",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.40.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.36.1",
"ecosystem": "pypi"
},
{
"name": "wadler-lindig",
"direct": false,
"version": "0.1.7",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.2.14",
"ecosystem": "pypi"
},
{
"name": "webencodings",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "wheel",
"direct": false,
"version": "0.46.2",
"ecosystem": "pypi"
},
{
"name": "widgetsnbextension",
"direct": false,
"version": "4.0.15",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "2.0.1",
"ecosystem": "pypi"
},
{
"name": "xmmutablemap",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 203,
"direct_count": 11,
"indirect_count": 192
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 39,
"open_issues": 1,
"closed_ratio": 0.667,
"closed_issues": 2,
"closed_unmerged_prs": 5
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "nstarman",
"commits": 24,
"avatar_url": "https://avatars.githubusercontent.com/u/8949649?u=779c8f5870dc539dca7d75a38e1e588f40160c9f&v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 11,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
},
{
"login": "Copilot",
"commits": 2
}
],
"contributors_sampled": 3,
"top_contributor_share": 0.649
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"cd.yml",
"ci.yml",
"labeler.yml",
"sync-labels.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.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": 4,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"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 0/18 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"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": 10,
"reason": "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": 10,
"reason": "20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 7,
"reason": "dependency not pinned by hash detected -- score normalized to 7",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 4,
"reason": "SAST tool is not run on all commits -- score normalized to 4",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file 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": 9,
"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": "21 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "602b6e26a8e87eef5b9497773ebc44841fbde872",
"ran_at": "2026-07-17T22:33:04Z",
"aggregate_score": 6.3,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/galacticdynamics/phasecurvefit",
"host": "github.com",
"name": "phasecurvefit",
"owner": "galacticdynamics"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"security": 63,
"vitality": 81,
"community": 45,
"governance": 57,
"engineering": 92
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 81,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"commits_last_year": 37,
"human_commit_share": null,
"days_since_last_push": 4,
"active_weeks_last_year": 12
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "12/52 weeks with commits",
"points": 8.3,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 12
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "37 commits in the last year",
"points": 14.2,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 37
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"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": 100,
"inputs": {
"releases_count": 5,
"latest_release_tag": "v0.3.1",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 35.8
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "5 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 5
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~35.8 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 35.8
}
}
],
"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": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 45,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"forks": 3,
"stars": 4,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "4 stars",
"points": 7.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 4
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
}
}
],
"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": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"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": 57,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 27,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.649
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 65% of commits",
"points": 7.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 65
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"merged_prs": 39,
"open_issues": 1,
"closed_issues": 2,
"issue_closed_ratio": 0.667,
"closed_unmerged_prs": 5
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "67% of issues closed",
"points": 31.2,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 67
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "39/44 decided PRs merged",
"points": 33.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 39,
"decided": 44
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/18 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"followers": 34,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "GalacticDynamics",
"public_repos": 18,
"account_age_days": 981
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "34 followers of GalacticDynamics",
"points": 11.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 34,
"login": "GalacticDynamics"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "18 public repos, account ~2 yr old",
"points": 14.7,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 18
}
},
{
"code": "account_age_years",
"params": {
"years": 2
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"packages": [
"phasecurvefit"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 4
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "4 published versions",
"points": 12,
"status": "partial",
"details": [
{
"code": "published_versions",
"params": {
"count": 4
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"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": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"jax",
"autoencoder",
"curve-fitting",
"high-performance",
"ml",
"nearest-neighbors",
"phase-space"
],
"has_wiki": false,
"homepage": "https://phasecurvefit.readthedocs.io/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://phasecurvefit.readthedocs.io/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 63,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 63,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.3
},
"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 is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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 0/18 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "20 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 4",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"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": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "21 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 69,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".github/copilot-instructions.md"
],
"agent_instruction_max_bytes": 5692
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 81,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile",
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile, noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile, noxfile.py"
}
}
],
"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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 7,
"status": "partial",
"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": 44783,
"source_files_sampled": 60,
"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": "0/60 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 60,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"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": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": [],
"report_type": "repository",
"generated_at": "2026-07-17T22:33:21.015657Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/galacticdynamics/phasecurvefit.svg",
"full_name": "galacticdynamics/phasecurvefit",
"license_state": "standard",
"license_spdx": "MIT"
}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.