Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
dmlc/xgboost erreicht einen Gesundheitsindex von 86 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Engineering Quality (100/100) ab, am schwächsten bei AI Readiness (57/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| Maven | ml.dmlc:xgboost-jvm_2.12 | 3.3.0 | - | 31 | vor 29 Tagen |
| PyPI | xgboost | 3.3.0 | 47.481.803 | 91 | vor 30 Tagen |
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 35.3/36 | Commit-Rhythmus — 51/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 403 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 403 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
| 27/27 | Liefert Releases aus — 76 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 30 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 35,8 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 76 |
| latest_release_tag | v3.3.0 |
| releases_from_tags | nein |
| days_since_latest_release | 30 |
| mean_days_between_releases | 35,8 |
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
| 60/60 | Stars — 28.569 Stars |
| 25/25 | Forks — 8.879 Forks |
| 15/15 | Watcher — 884 Watcher |
| forks | 8.879 |
| stars | 28.569 |
| watchers | 884 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 7.2/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | ja |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
| 80/80 | Downloads pro Monat — 47.481.803 Downloads/Monat über maven, pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
| packages | ml.dmlc:xgboost-jvm_2.12, xgboost |
| dependents | — |
| ecosystems | maven, pypi |
| total_downloads | — |
| monthly_downloads | 47.481.803 |
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 16.3/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 28 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 100 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 60 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0,276 |
| 43.4/46.8 | Issue-Lösungsquote — 93 % der Issues geschlossen |
| 30.9/38.3 | PR-Annahme — 5.307/6.579 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
| merged_prs | 5.307 |
| open_issues | 405 |
| closed_issues | 5.278 |
| issue_closed_ratio | 0,929 |
| closed_unmerged_prs | 1.272 |
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 23.3/25 | Reichweite des Inhabers — 1.747 Follower von dmlc |
| 24.5/25 | Kontohistorie — 51 öffentliche Repos, Kontoalter ca. 11 Jahre |
| followers | 1.747 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dmlc |
| public_repos | 51 |
| account_age_days | 4.141 |
| 25/25 | Veröffentlicht & auflösbar — 2 Paket(e) auf maven, pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 29 Tagen |
| 20/20 | Versionshistorie — 91 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
| packages | ml.dmlc:xgboost-jvm_2.12, xgboost |
| ecosystems | maven, pypi |
| any_deprecated | nein |
| min_days_since_publish | 29 |
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
| 24/24 | CI-Workflows — 17 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | ja |
| has_linter_config | ja |
| has_precommit_config | ja |
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://xgboost.readthedocs.io/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 6 Topics |
| 10/10 | Wiki |
| topics | gbdt, gbrt, gbm, distributed-systems, xgboost, machine-learning |
| has_wiki | ja |
| homepage | https://xgboost.readthedocs.io/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 60 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 4.5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 63 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6,4 |
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Bootstrap mit einem Befehl — demo/c-api/basic/Makefile, doc/Makefile, doc/R-package/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — python-package/xgboost/py.typed |
| 0/10 | Reproduzierbare Umgebung |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 5/8 | Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | demo/c-api/basic/Makefile, doc/Makefile, doc/R-package/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | python-package/xgboost/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 45/45 | Typprüfbarer Code — C++ (statisch typisiert) |
| 54.5/55 | Handhabbare Dateigrößen — 8/835 Quelldateien über 60 KB |
| primary_language | C++ |
| largest_source_bytes | 117.249 |
| source_files_sampled | 835 |
| oversized_source_files | 8 |
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — plugin/federated/federated.proto |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — example |
| example_dirs | example |
| has_mcp_signal | nein |
| api_schema_files | plugin/federated/federated.proto |
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 60 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 9 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 63 existing vulnerabilities detected |
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Maven | com.esotericsoftware:kryo | 5.6.2 | jvm-packages/pom.xml |
| Maven | commons-logging:commons-logging | 1.3.4 | jvm-packages/pom.xml |
| PyPI | numpy | — | python-package/pyproject.toml |
| PyPI | scipy | — | python-package/pyproject.toml |
| PyPI | nvidia-nccl-cu12 | — | python-package/pyproject.toml |
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 4 direkte und 49 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| Maven | com.esotericsoftware:kryo | 5.6.2 | direkt |
| Maven | commons-logging:commons-logging | 1.3.4 | direkt |
| PyPI | numpy | — | direkt |
| PyPI | scipy | — | direkt |
| Maven | com.fasterxml.jackson.core:jackson-databind | — | indirekt |
| Maven | junit:junit | — | indirekt |
| Maven | ml.dmlc:xgboost4j-flink_2.12 | 3.4.0-SNAPSHOT | indirekt |
| Maven | ml.dmlc:xgboost4j-spark_2.12 | 3.4.0-SNAPSHOT | indirekt |
| Maven | ml.dmlc:xgboost4j_2.12 | 3.4.0-SNAPSHOT | indirekt |
| Maven | net.alchim31.maven:scala-maven-plugin | 4.9.2 | indirekt |
| Maven | org.apache.flink:flink-clients | — | indirekt |
| Maven | org.apache.flink:flink-ml-servable-core | 2.2.0 | indirekt |
| Maven | org.apache.hadoop:hadoop-common | — | indirekt |
| Maven | org.apache.hadoop:hadoop-hdfs | — | indirekt |
| Maven | org.apache.maven.plugins:maven-assembly-plugin | — | indirekt |
| Maven | org.apache.maven.plugins:maven-checkstyle-plugin | 3.6.0 | indirekt |
| Maven | org.apache.maven.plugins:maven-gpg-plugin | 3.2.7 | indirekt |
| Maven | org.apache.maven.plugins:maven-jar-plugin | 3.4.2 | indirekt |
| Maven | org.apache.maven.plugins:maven-javadoc-plugin | 3.11.3 | indirekt |
| Maven | org.apache.maven.plugins:maven-release-plugin | 3.1.1 | indirekt |
| Maven | org.apache.maven.plugins:maven-resources-plugin | 3.3.1 | indirekt |
| Maven | org.apache.maven.plugins:maven-shade-plugin | — | indirekt |
| Maven | org.apache.maven.plugins:maven-site-plugin | 3.21.0 | indirekt |
| Maven | org.apache.maven.plugins:maven-source-plugin | 3.3.1 | indirekt |
| Maven | org.apache.maven.plugins:maven-surefire-plugin | — | indirekt |
| Maven | org.apache.maven.plugins:maven-surefire-plugin | 3.5.2 | indirekt |
| Maven | org.codehaus.mojo:exec-maven-plugin | 3.5.0 | indirekt |
| Maven | org.scala-lang:scala-compiler | — | indirekt |
| Maven | org.scala-lang:scala-library | — | indirekt |
| Maven | org.scalactic:scalactic_2.12 | 3.2.19 | indirekt |
| Maven | org.scalatest:scalatest-maven-plugin | — | indirekt |
| Maven | org.scalatest:scalatest-maven-plugin | 2.2.0 | indirekt |
| Maven | org.scalatest:scalatest_2.12 | 3.2.19 | indirekt |
| Maven | org.sonatype.central:central-publishing-maven-plugin | 0.11.0 | indirekt |
| PyPI | breathe | — | indirekt |
| PyPI | cloudpickle | — | indirekt |
| PyPI | dask | — | indirekt |
| PyPI | graphviz | — | indirekt |
| PyPI | matplotlib | — | indirekt |
| PyPI | mock | — | indirekt |
| PyPI | myst-parser | — | indirekt |
| PyPI | pandas | — | indirekt |
| PyPI | pyspark | — | indirekt |
| PyPI | ray | — | indirekt |
| PyPI | scikit-build-core | — | indirekt |
| PyPI | scikit-learn | — | indirekt |
| PyPI | setuptools | — | indirekt |
| PyPI | sh | — | indirekt |
| PyPI | sphinx | — | indirekt |
| PyPI | sphinx-gallery | — | indirekt |
| PyPI | sphinx-issues | — | indirekt |
| PyPI | sphinx-rtd-theme | — | indirekt |
| PyPI | sphinx-tabs | — | indirekt |
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 100,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "maven, pypi",
"total_downloads": null,
"monthly_downloads": 47481803
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"components": [
{
"key": "monthly_downloads",
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"points": 80,
"status": "met",
"details": [
{
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"count": 47481803,
"ecosystems": "maven, pypi"
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 81,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 65,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 100,
"top_contributor_share": 0.276
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 2
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 28% of commits",
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"status": "partial",
"details": [
{
"code": "top_contributor_share",
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"share": 28
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"status": "met",
"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"open_issues": 405,
"closed_issues": 5278,
"issue_closed_ratio": 0.929,
"closed_unmerged_prs": 1272
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"components": [
{
"key": "issue_resolution",
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"status": "partial",
"details": [
{
"code": "issues_closed_share",
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"share": 93
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"detail": "5307/6579 decided PRs merged",
"points": 30.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"merged": 5307,
"decided": 6579
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],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 15,
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"max_points": 15
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]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1747,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "dmlc",
"public_repos": 51,
"account_age_days": 4141
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"components": [
{
"key": "ownership_backing",
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"details": [
{
"code": "owner_organization",
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],
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,747 followers of dmlc",
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"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 1747,
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],
"max_points": 25
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{
"key": "track_record",
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"detail": "51 public repos, account ~11 yr old",
"points": 24.5,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 51
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},
{
"code": "account_age_years",
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"years": 11
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "maven, pypi",
"any_deprecated": false,
"min_days_since_publish": 29
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"components": [
{
"key": "published_resolvable",
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"details": [
{
"code": "packages_published",
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"ecosystems": "maven, pypi"
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],
"max_points": 25
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{
"key": "publish_recency",
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"detail": "latest publish 29 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 29
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}
],
"max_points": 35
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{
"key": "version_history",
"name": "Version history",
"detail": "91 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
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"count": 91
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}
],
"max_points": 20
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{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 100,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"has_tests": true,
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"has_linter_config": true,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "17 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 17
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}
],
"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": 6.4,
"status": "met",
"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": 100,
"inputs": {
"topics": [
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"gbrt",
"gbm",
"distributed-systems",
"xgboost",
"machine-learning"
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"has_wiki": true,
"homepage": "https://xgboost.readthedocs.io/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"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
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://xgboost.readthedocs.io/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 64,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
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"notes": [
{
"code": "excluded_no_data",
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"components": [
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}
},
{
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],
"value": 64,
"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.4
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"components": [
{
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"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "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",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 7.5
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{
"key": "ci_tests",
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"status": "met",
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"max_points": 2.5
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{
"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": "all changesets reviewed",
"points": 7.5,
"status": "met",
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{
"key": "contributors",
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"detail": "project has 60 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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": "30 commit(s) and 26 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "63 existing vulnerabilities detected",
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"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"exposures": [],
"policy_countries": [
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"review_only_matches": 0,
"assessed_self_published_locations": 7
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
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"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 1,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
"params": {}
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 40
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]
},
{
"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": [
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
"value": 74,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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"toolchain_manifests": [],
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"components": [
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"name": "One-command bootstrap",
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"status": "met",
"details": [
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"code": "file_list",
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{
"key": "automated_tests",
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{
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"points": 11,
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"points": 11,
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],
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"status": "missed",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 10
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
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"status": "partial",
"details": [
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],
"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
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"notes": [],
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"oversized_source_files": 8
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"components": [
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"key": "type_checkable_code",
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"status": "met",
"details": [
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],
"max_points": 45
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{
"key": "manageable_file_sizes",
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"points": 54.5,
"status": "partial",
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"code": "oversized_source_files",
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],
"max_points": 55
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]
},
{
"key": "ai_interfaces",
"band": "good",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
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"inputs": {
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"components": [
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"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "plugin/federated/federated.proto",
"points": 40,
"status": "met",
"details": [
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{
"key": "mcp_server",
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"status": "missed",
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{
"key": "runnable_examples",
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{
"code": "file_list",
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],
"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."
}
],
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},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T13:07:04.753866Z",
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"full_name": "dmlc/xgboost",
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.12.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — Maven, PyPI.