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Software-GesundheitsberichtSchema 0.12.0 · Metriken 1.13.0 · 2026-07-18 14:27 UTC

materialsproject / pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.

Python · PolarEigene Lizenz★ 1.926 Sterne⑂ 959 Forksseit Okt. 2011Auf GitHub ansehen ↗

materialsproject/pymatgen erreicht einen Gesundheitsindex von 86 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (92/100) ab, am schwächsten bei AI Readiness (54/100). Zuletzt vor 1 Tag aktualisiert. 5 Mitwirkende tragen den Großteil der jüngsten Arbeit.

86
gesamt / 100
Exzellent

Software-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.

86
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)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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

Materials ProjectOrganisation
909 Follower56 öffentliche Reposseit Juni 2011

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIpymatgen2026.5.4763.367411vor 74 Tagenabinitvaspanalysiscrystaldiagramselectronicgaussianmaterialsnwchemphaseprojectqchemsciencestructure

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

92Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
22.2/36Commit-Rhythmus — 32/52 Wochen mit Commits
18/18Commit-Volumen — 284 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year284
human_commit_share
days_since_last_push1
active_weeks_last_year32

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 74 Tagen
27/27Release-Rhythmus — ein Release etwa alle 42,2 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv2026.5.4
releases_from_tagsnein
days_since_latest_release74
mean_days_between_releases42,2
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?

90Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
53.3/60Stars — 1.926 Stars
24.8/25Forks — 959 Forks
11.3/15Watcher — 109 Watcher
Verwendete Eingangsdaten
forks959
stars1.926
watchers109
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
78.4/80Downloads pro Monat — 763.367 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagespymatgen
dependents
ecosystemspypi
total_downloads
monthly_downloads763.367
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

85Exzellent · 24 % des Gesamtindex
Wie die Bewertung erfolgt
45.9/54Bus-Faktor — 5 Beitragende decken die Hälfte aller Commits ab
15.9/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 29 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 26 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor5
contributors_sampled100
top_contributor_share0,292
Wie die Bewertung erfolgt
42.6/46.8Issue-Lösungsquote — 91 % der Issues geschlossen
34.2/38.3PR-Annahme — 2.709/3.034 entschiedene PRs gemergt
4.5/15OpenSSF Scorecard: Code-Review — Found 8/21 approved changesets -- score normalized to 3
Verwendete Eingangsdaten
merged_prs2.709
open_issues135
closed_issues1.381
issue_closed_ratio0,911
closed_unmerged_prs325
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
21.3/25Reichweite des Inhabers — 909 Follower von materialsproject
24.8/25Kontohistorie — 56 öffentliche Repos, Kontoalter ca. 15 Jahre
Verwendete Eingangsdaten
followers909
owner_typeOrganization
is_verified
owner_loginmaterialsproject
public_repos56
account_age_days5.504

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 74 Tagen
20/20Versionshistorie — 411 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagespymatgen
ecosystemspypi
any_deprecatednein
min_days_since_publish74

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

88Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
6/20OpenSSF Scorecard: CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pymatgen.org
10/10Repository-Beschreibung
10/10Topics — 5 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsmaterials, science, materials-science, materials-informatics, python
has_wikinein
homepagehttps://pymatgen.org
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

75Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
0.8/2.5CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 8/21 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 26 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2.5/5SAST — SAST tool is not run on all commits -- score normalized to 5
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, 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.

54Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — docs/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — src/pymatgen/py.typed
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesGemfile.lock, uv.lock
has_dockerfilenein
typed_languagenein
bootstrap_filesdocs/Makefile
has_devcontainernein
has_linter_configja
typecheck_configssrc/pymatgen/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/pymatgen/py.typed)
53/55Handhabbare Dateigrößen — 9/249 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes116.065
source_files_sampled249
oversized_source_files9
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

1.926GitHub-Sterne
100Mitwirkende
284Commits, letzte 12 Monate
1Tage seit letztem Push
100Releases
5Bus-Faktor
135offene Issues
PyPI, RubyGemsPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 7.5 / 10
7.5Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-18 14:27 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal 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
3CI-Tests6 out of 17 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 8/21 approved changesets -- score normalized to 3
10Contributorsproject has 26 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
5SASTSAST tool is not run on all commits -- score normalized to 5
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 9
RegistryPaketVersionsvorgabeManifest
RubyGemsminima~> 2.5docs/Gemfile
RubyGemsgithub-pagesdocs/Gemfile
RubyGemsjekyll-feed~> 0.12docs/Gemfile
RubyGemstzinfo>= 1docs/Gemfile
RubyGemstzinfo-datadocs/Gemfile
RubyGemswdm~> 0.1.1docs/Gemfile
RubyGemshttp_parser.rb~> 0.6.0docs/Gemfile
RubyGemswebrick~> 1.8docs/Gemfile
PyPIpymatgen-core>=2026.7.16pyproject.toml
Alle Abhängigkeiten 353

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 7 direkte und 346 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIpymatgen-core2026.7.16direkt
RubyGemsgithub-pages228direkt
RubyGemshttp_parser.rb0.8.0direkt
RubyGemsjekyll-feed0.15.1direkt
RubyGemsminima2.5.1direkt
RubyGemstzinfo2.0.6direkt
RubyGemswebrick1.8.2direkt
PyPIaiohappyeyeballs2.7.1indirekt
PyPIaiohttp3.14.1indirekt
PyPIaiosignal1.4.0indirekt
PyPIalabaster1.0.0indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.14.2indirekt
PyPIappnope0.1.4indirekt
PyPIargon2-cffi25.1.0indirekt
PyPIargon2-cffi-bindings25.1.0indirekt
PyPIarrow1.4.0indirekt
PyPIase3.29.0indirekt
PyPIast-serialize0.6.0indirekt
PyPIasttokens3.0.2indirekt
PyPIasync-lru2.3.0indirekt
PyPIattrs26.1.0indirekt
PyPIbabel2.18.0indirekt
PyPIbeautifulsoup44.15.0indirekt
PyPIbibtexparser1.4.4indirekt
PyPIbleach6.4.0indirekt
PyPIboto31.43.49indirekt
PyPIbotocore1.43.49indirekt
PyPIcertifi2026.6.17indirekt
PyPIcffi2.1.0indirekt
PyPIcfgv3.5.0indirekt
PyPIcftime1.6.5indirekt
PyPIcharset-normalizer3.4.9indirekt
PyPIchemview0.6indirekt
PyPIclick8.4.2indirekt
PyPIcolorama0.4.6indirekt
PyPIcomm0.2.3indirekt
PyPIcontourpy1.3.3indirekt
PyPIcoverage7.15.2indirekt
PyPIcuda-bindings13.3.1indirekt
PyPIcuda-pathfinder1.5.6indirekt
PyPIcuda-toolkit13.0.3.0indirekt
PyPIcycler0.12.1indirekt
PyPIdebugpy1.8.21indirekt
PyPIdecorator5.3.1indirekt
PyPIdefusedxml0.7.1indirekt
PyPIdistlib0.4.3indirekt
PyPIdistro1.9.0indirekt
PyPIdocutils0.22.4indirekt
PyPIexecnet2.1.2indirekt
PyPIexecuting2.2.1indirekt
PyPIf90nml1.5indirekt
PyPIfastjsonschema2.21.2indirekt
PyPIfilelock3.29.7indirekt
PyPIfonttools4.63.0indirekt
PyPIfqdn1.5.1indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfsspec2026.6.0indirekt
PyPIgalore0.9.2indirekt
PyPIh110.16.0indirekt
PyPIh5py3.16.0indirekt
PyPIhf-xet1.5.1indirekt
PyPIhiphive1.5indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIhuggingface-hub1.23.0indirekt
PyPIidentify2.6.19indirekt
PyPIidna3.18indirekt
PyPIimagesize2.0.0indirekt
PyPIimportlib-metadata9.0.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIinvoke3.0.3indirekt
PyPIipykernel7.3.0indirekt
PyPIipython9.15.0indirekt
PyPIipython-pygments-lexers1.1.1indirekt
PyPIisoduration20.11.0indirekt
PyPIjarvis-tools2026.6.12indirekt
PyPIjedi0.20.0indirekt
PyPIjinja23.1.6indirekt
PyPIjiter0.16.0indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjson50.15.0indirekt
PyPIjsonpointer3.1.1indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIjupyter-builder1.1.0indirekt
PyPIjupyter-client8.9.1indirekt
PyPIjupyter-core5.9.1indirekt
PyPIjupyter-events0.12.1indirekt
PyPIjupyter-lsp2.3.1indirekt
PyPIjupyter-server2.20.0indirekt
PyPIjupyter-server-terminals0.5.4indirekt
PyPIjupyterlab4.6.1indirekt
PyPIjupyterlab-pygments0.3.0indirekt
PyPIjupyterlab-server2.28.0indirekt
PyPIkiwisolver1.5.0indirekt
PyPIlark1.3.1indirekt
PyPIlibrt0.13.0indirekt
PyPIlightning2.6.1indirekt
PyPIlightning-utilities0.15.3indirekt
PyPIllvmlite0.48.0indirekt
PyPIlxml6.1.1indirekt
PyPImarkupsafe3.0.3indirekt
PyPImatcalc0.5.1indirekt
PyPImatgl4.0.3indirekt
PyPImatplotlib3.11.0indirekt
PyPImatplotlib-inline0.2.2indirekt
PyPImistune3.3.3indirekt
PyPImonty2026.7.16indirekt
PyPImoyopy0.15.0indirekt
PyPImpmath1.3.0indirekt
PyPImultidict6.7.1indirekt
PyPImypy2.3.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInarwhals2.24.0indirekt
PyPInbclient0.11.0indirekt
PyPInbconvert7.17.1indirekt
PyPInbformat5.10.4indirekt
PyPInest-asyncio21.7.2indirekt
PyPInetcdf41.7.3indirekt
PyPInetcdf41.7.4indirekt
PyPInetworkx3.6.1indirekt
PyPInodeenv1.10.0indirekt
PyPInotebook7.6.0indirekt
PyPInotebook-shim0.2.4indirekt
PyPInumba0.66.0indirekt
PyPInumpy1.26.4indirekt
PyPInumpy2.4.6indirekt
PyPInvidia-cublas13.1.1.3indirekt
PyPInvidia-cuda-cupti13.0.85indirekt
PyPInvidia-cuda-nvrtc13.0.88indirekt
PyPInvidia-cuda-runtime13.0.96indirekt
PyPInvidia-cudnn-cu139.20.0.48indirekt
PyPInvidia-cufft12.0.0.61indirekt
PyPInvidia-cufile1.15.1.6indirekt
PyPInvidia-curand10.4.0.35indirekt
PyPInvidia-cusolver12.0.4.66indirekt
PyPInvidia-cusparse12.6.3.3indirekt
PyPInvidia-cusparselt-cu130.8.1indirekt
PyPInvidia-nccl-cu132.29.7indirekt
PyPInvidia-nvjitlink13.3.33indirekt
PyPInvidia-nvshmem-cu133.4.5indirekt
PyPInvidia-nvtx13.0.85indirekt
PyPIopenai2.45.0indirekt
PyPIorjson3.11.9indirekt
PyPIoverrides7.7.0indirekt
PyPIpackaging26.2indirekt
PyPIpalettable3.3.3indirekt
PyPIpandas3.0.3indirekt
PyPIpandocfilters1.5.1indirekt
PyPIparso0.8.7indirekt
PyPIpathspec1.1.1indirekt
PyPIpexpect4.9.0indirekt
PyPIphono3py4.3.3indirekt
PyPIphonopy4.3.1indirekt
PyPIphonors0.3.0indirekt
PyPIpillow12.3.0indirekt
PyPIplatformdirs4.10.0indirekt
PyPIplotly6.9.0indirekt
PyPIpluggy1.6.0indirekt
PyPIpre-commit4.6.0indirekt
PyPIprometheus-client0.25.0indirekt
PyPIprompt-toolkit3.0.52indirekt
PyPIpropcache0.5.2indirekt
PyPIpsutil7.2.2indirekt
PyPIptyprocess0.7.0indirekt
PyPIpure-eval0.2.3indirekt
PyPIpycparser3.0indirekt
PyPIpydantic2.13.4indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpygments2.20.0indirekt
PyPIpymatgen2026.7.16indirekt
PyPIpymatgen-analysis-alloys0.0.9indirekt
PyPIpyocse0.1.3indirekt
PyPIpyparsing3.3.2indirekt
PyPIpyright1.1.411indirekt
PyPIpytest9.1.1indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpytest-split0.11.0indirekt
PyPIpytest-xdist3.8.0indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-discovery1.4.4indirekt
PyPIpython-json-logger4.1.0indirekt
PyPIpytorch-lightning2.6.5indirekt
PyPIpywinpty3.0.5indirekt
PyPIpyxtal1.1.4indirekt
PyPIpyyaml6.0.3indirekt
PyPIpyzeo0.2.0indirekt
PyPIpyzmq27.1.0indirekt
PyPIreferencing0.37.0indirekt
PyPIrequests2.34.2indirekt
PyPIrfc3339-validator0.1.4indirekt
PyPIrfc3986-validator0.1.1indirekt
PyPIrfc3987-syntax1.1.0indirekt
PyPIroman-numerals4.1.0indirekt
PyPIrpds-py2026.6.3indirekt
PyPIruamel-yaml0.19.1indirekt
PyPIruff0.15.21indirekt
PyPIs3transfer0.19.1indirekt
PyPIscikit-learn1.9.0indirekt
PyPIscipy1.17.1indirekt
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          "avatar_url": "https://avatars.githubusercontent.com/u/6494516?u=80416c4b8e7d5905a2bf4506de0c623fcb53ead2&v=4"
        },
        {
          "type": "User",
          "login": "computron",
          "commits": 367,
          "avatar_url": "https://avatars.githubusercontent.com/u/986759?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.292
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    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "jekyll-gh-pages.yml",
        "lint.yml",
        "release.yml",
        "test.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Gemfile.lock",
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
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            "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": null,
            "reason": "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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
            "name": "CI-Tests",
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            "reason": "6 out of 17 merged PRs checked by a CI test -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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          {
            "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"
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            "name": "Code-Review",
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            "reason": "Found 8/21 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 26 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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          {
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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            "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"
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          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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          {
            "name": "SAST",
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            "reason": "SAST tool is not run on all commits -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "name": "Security-Policy",
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            "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",
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            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        "commit": "221d2fd7decde413874b367f1cc8985b49b18bf3",
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        "aggregate_score": 7.5,
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      "has_security_policy": true,
      "has_dependabot_config": false
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  "config": {
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    "disabled_components": {}
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  "source": {
    "url": "https://github.com/materialsproject/pymatgen",
    "host": "github.com",
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    "owner": "materialsproject"
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      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
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      "inputs": {
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        "vitality": 92,
        "community": 90,
        "governance": 85,
        "engineering": 88
      },
      "components": []
    },
    "categories": [
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        "key": "vitality",
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        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
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            "note": null,
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                "key": "push_recency",
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                "key": "openssf_scorecard_maintained",
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                "key": "openssf_scorecard_signed_releases",
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        "key": "community",
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            "key": "popularity",
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            "components": [
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                "key": "stars",
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                "status": "partial",
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                    "code": "stars",
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                "key": "forks",
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                "points": 24.8,
                "status": "partial",
                "details": [
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                    "code": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "109 watchers",
                "points": 11.3,
                "status": "partial",
                "details": [
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                    "code": "watchers",
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                  }
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
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                "details": [
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                    "code": "license_custom",
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
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                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
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                "key": "issue_template",
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                "status": "missed",
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                "key": "pr_template",
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          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
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            "notes": [
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                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            ],
            "value": 98,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
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              "monthly_downloads": 763367
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "763,367 downloads/month across pypi",
                "points": 78.4,
                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
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                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
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                "status": "excluded",
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                "max_points": 20
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      {
        "key": "governance",
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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            "key": "responsiveness",
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            "notes": [],
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 4.5,
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            "key": "stewardship",
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            "notes": [],
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              "owner_login": "materialsproject",
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            "components": [
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                "key": "ownership_backing",
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                "key": "verified_domain",
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              },
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                "key": "owner_reach",
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                "key": "track_record",
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              "ecosystems": "pypi",
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            "components": [
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                ],
                "max_points": 25
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 74 days ago",
                "points": 35,
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                "key": "version_history",
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                "max_points": 20
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        "key": "engineering",
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                "key": "openssf_scorecard_ci_tests",
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            "key": "documentation",
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                "key": "signed_releases",
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      }
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}

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