Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.26.0 · Metriken 1.13.0 · 2026-07-22 07:57 UTC
Xilinx / brevitas
Brevitas: neural network quantization in PyTorch
Xilinx/brevitas erreicht einen Gesundheitsindex von 75 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (95/100) ab, am schwächsten bei Security (21/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
75
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.
75
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
XilinxOrganisation
3.063 Follower465 öffentliche Reposseit Jan. 2013
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 | brevitas | 0.13.0 | - | 20 | vor 7 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
93
Entwicklungsaktivität
94Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 30.5/36 | Commit-Rhythmus — 44/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 143 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — keine Daten |
Verwendete Eingangsdaten
| commits_last_year | 143 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 44 |
Release-Disziplin
92Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 38 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 7 Tagen |
| 19.8/27 | Release-Rhythmus — ein Release etwa alle 105,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 38 |
| latest_release_tag | v0.13.0 |
| releases_from_tags | nein |
| days_since_latest_release | 7 |
| mean_days_between_releases | 105,4 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
76
Wie die Bewertung erfolgt
| 51.8/60 | Stars — 1.554 Stars |
| 19.9/25 | Forks — 246 Forks |
| 8.1/15 | Watcher — 30 Watcher |
Verwendete Eingangsdaten
| forks | 246 |
| stars | 1.554 |
| watchers | 30 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community-Gesundheit
71Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 16.9/22.5 | Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
76
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 11.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 47 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 26 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — keine Daten |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 26 |
| top_contributor_share | 0,471 |
Wie die Bewertung erfolgt
| 31.2/46.8 | Issue-Lösungsquote — 67 % der Issues geschlossen |
| 33.1/38.3 | PR-Annahme — 803/927 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — keine Daten |
Verwendete Eingangsdaten
| merged_prs | 803 |
| open_issues | 178 |
| closed_issues | 357 |
| issue_closed_ratio | 0,667 |
| closed_unmerged_prs | 124 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 3.063 Follower von Xilinx |
| 25/25 | Kontohistorie — 465 öffentliche Repos, Kontoalter ca. 13 Jahre |
Verwendete Eingangsdaten
| followers | 3.063 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Xilinx |
| public_repos | 465 |
| account_age_days | 4.946 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 7 Tagen |
| 20/20 | Versionshistorie — 20 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | brevitas |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 7 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
95
Engineering-Praktiken
92Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 27 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://xilinx.github.io/brevitas/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 10 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | quantization, pytorch, brevitas, fpga, neural-networks, hardware-acceleration, xilinx, deep-learning, ptq, qat |
| has_wiki | ja |
| homepage | https://xilinx.github.io/brevitas/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
21
Sicherheitslage
1Kritisch
Wie die Bewertung erfolgt
| 0/30 | Sicherheitsrichtlinie (SECURITY.md) |
| 0/25 | Dependabot-Konfiguration |
| 0/25 | Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet |
| 0/20 | CodeQL-Workflow |
Verwendete Eingangsdaten
| source | file_signals |
| lockfiles | — |
| manifests | requirements/requirements-dev.txt, requirements/requirements-diffusion.txt, requirements/requirements-docs.txt, requirements/requirements-export.txt, requirements/requirements-finn-integration.txt, requirements/requirements-hadamard.txt, requirements/requirements-lighteval.txt, requirements/requirements-llm.txt, requirements/requirements-notebook.txt, requirements/requirements-nox.txt, requirements/requirements-numpy.txt, requirements/requirements-ort-integration.txt, requirements/requirements-setup.txt, requirements/requirements-stt.txt, requirements/requirements-test.txt, requirements/requirements-tts.txt, requirements/requirements-vision.txt, requirements/requirements.txt, setup.cfg, setup.py |
| has_codeql_workflow | nein |
| has_security_policy | nein |
| has_dependabot_config | nein |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 49 |
| affected_packages | 3 |
| assessed_packages | 23 |
| unassessed_packages | 48 |
| affected_by_severity | critical 1, high 2 |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 23 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 48 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
48
AI-Agentenkontext & Leitlinien
40Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 82 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,82 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — docsrc/Makefile, noxfile.py |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 0/10 | Reproduzierbare Umgebung |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — keine Daten |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | docsrc/Makefile, noxfile.py |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
50Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 50.3/55 | Handhabbare Dateigrößen — 54/627 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 315.737 |
| source_files_sampled | 627 |
| oversized_source_files | 54 |
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
1.554GitHub-Sterne
26Mitwirkende
143Commits, letzte 12 Monate
0Tage seit letztem Push
38Releases
2Bus-Faktor
178offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- deps.dev does not index pypi:brevitas@0.13.0; advisories assessed against the repository dependency graph instead
- OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks
Weitere Details
Stern- und Fork-Verlauf 1.554 ★ / 246 ⇿
1.554Sterne
246Forks
38Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.
Major 0Minor 12Patch 9
Jeder Punkt umfasst 8 Tage.
Alle Abhängigkeiten 71
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 71 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | accelerate | — | indirekt |
| PyPI | accelerate | 1.0.1 | indirekt |
| PyPI | bitstring | — | indirekt |
| PyPI | datasets | — | indirekt |
| PyPI | dependencies | 2.0.1 | indirekt |
| PyPI | diffusers | — | indirekt |
| PyPI | diffusers | 0.30.3 | indirekt |
| PyPI | gguf | 0.18.0 | indirekt |
| PyPI | hypothesis | — | indirekt |
| PyPI | inflect | 5.6.2 | indirekt |
| PyPI | jupyter | — | indirekt |
| PyPI | librosa | — | indirekt |
| PyPI | lighteval | 0.13 | indirekt |
| PyPI | lxml | 4.9.3 | indirekt |
| PyPI | m2r2 | 0.3.3.post2 | indirekt |
| PyPI | mock | — | indirekt |
| PyPI | nbmake | — | indirekt |
| PyPI | nbsphinx | 0.9.3 | indirekt |
| PyPI | nbsphinx-link | 1.3.0 | indirekt |
| PyPI | nox | — | indirekt |
| PyPI | numba | — | indirekt |
| PyPI | numexpr | — | indirekt |
| PyPI | numpy | — | indirekt |
| PyPI | onnx | — | indirekt |
| PyPI | onnxoptimizer | — | indirekt |
| PyPI | onnxruntime | — | indirekt |
| PyPI | onnxscript | — | indirekt |
| PyPI | open-clip-torch | 2.26.1 | indirekt |
| PyPI | opencv-python | 4.10.0.84 | indirekt |
| PyPI | optimum | — | indirekt |
| PyPI | packaging | — | indirekt |
| PyPI | pandas | — | indirekt |
| PyPI | pandas | 2.2.2 | indirekt |
| PyPI | pillow | — | indirekt |
| PyPI | pre-commit | — | indirekt |
| PyPI | psutil | — | indirekt |
| PyPI | pycocotools | 2.0.7 | indirekt |
| PyPI | pydantic | — | indirekt |
| PyPI | pydata-sphinx-theme | 0.15.3 | indirekt |
| PyPI | pytest | — | indirekt |
| PyPI | pytest-cases | — | indirekt |
| PyPI | pytest-mock | — | indirekt |
| PyPI | pytest-xdist | — | indirekt |
| PyPI | pyyaml | — | indirekt |
| PyPI | qonnx | — | indirekt |
| PyPI | requests | — | indirekt |
| PyPI | ruamel-yaml | — | indirekt |
| PyPI | scipy | — | indirekt |
| PyPI | scipy | 1.10.1 | indirekt |
| PyPI | setuptools | — | indirekt |
| PyPI | setuptools-scm | — | indirekt |
| PyPI | soundfile | — | indirekt |
| PyPI | sox | — | indirekt |
| PyPI | sphinx | 5.3.0 | indirekt |
| PyPI | sphinx-autodoc-typehints | 1.21.8 | indirekt |
| PyPI | sphinx-gallery | 0.10.1 | indirekt |
| PyPI | sphinxcontrib-napoleon | 0.7 | indirekt |
| PyPI | sphinxemoji | 0.2.0 | indirekt |
| PyPI | sympy | — | indirekt |
| PyPI | toposort | — | indirekt |
| PyPI | torch | — | indirekt |
| PyPI | torch-stft | — | indirekt |
| PyPI | torchmetrics | — | indirekt |
| PyPI | torchmetrics | 1.4.3 | indirekt |
| PyPI | torchvision | — | indirekt |
| PyPI | tqdm | — | indirekt |
| PyPI | transformers | — | indirekt |
| PyPI | transformers | 4.45.2 | indirekt |
| PyPI | typing-extensions | — | indirekt |
| PyPI | unfoldnd | — | indirekt |
| PyPI | unidecode | — | indirekt |
Abhängigkeits-Advisories 3
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 23 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 3 tragen bekannte Advisories, davon 0 direkte. 48 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| transformers | 4.45.2 | indirekt | kritisch | 42 | 5.5.0 |
| diffusers | 0.30.3 | indirekt | hoch | 5 | 0.38.0 |
| lxml | 4.9.3 | indirekt | hoch | 2 | 6.1.0 |
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"quantization",
"pytorch",
"brevitas",
"fpga",
"neural-networks",
"hardware-acceleration",
"xilinx",
"deep-learning",
"ptq",
"qat"
],
"is_fork": false,
"size_kb": 50974,
"has_wiki": true,
"homepage": "https://xilinx.github.io/brevitas/",
"languages": {
"C++": 7051,
"HTML": 333,
"Python": 3900952,
"Makefile": 857,
"Jupyter Notebook": 429972
},
"pushed_at": "2026-07-21T13:50:45Z",
"created_at": "2018-07-10T22:37:01Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T13:54:40Z",
"description": "Brevitas: neural network quantization in PyTorch",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "www.amd.com",
"name": "Xilinx",
"type": "Organization",
"login": "Xilinx",
"company": null,
"location": "San Jose, CA",
"followers": 3063,
"avatar_url": "https://avatars.githubusercontent.com/u/3189299?v=4",
"created_at": "2013-01-04T23:16:23Z",
"is_verified": null,
"public_repos": 465,
"account_age_days": 4946
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": null,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-07-14T16:36:35Z"
},
{
"tag": "v0.12.1",
"kind": "patch",
"published_at": "2025-08-28T17:01:15Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2025-05-09T15:31:31Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2024-10-10T12:31:33Z"
},
{
"tag": "v0.10.3",
"kind": "patch",
"published_at": "2024-07-23T13:48:02Z"
},
{
"tag": "v0.10.2",
"kind": "patch",
"published_at": "2024-02-19T16:37:15Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2024-02-15T11:50:59Z"
},
{
"tag": "a2q_cifar10_r1",
"kind": "other",
"published_at": "2024-02-12T18:17:37Z"
},
{
"tag": "super_res_r2",
"kind": "other",
"published_at": "2024-01-30T19:00:32Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2023-12-08T16:36:41Z"
},
{
"tag": "super_res_r1",
"kind": "other",
"published_at": "2023-09-20T16:07:08Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2023-04-28T16:57:47Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2023-04-21T17:50:01Z"
},
{
"tag": "bnn_pynq-r2",
"kind": "other",
"published_at": "2023-04-20T12:17:46Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2023-01-10T09:09:41Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2021-12-14T11:10:46Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2021-10-29T11:02:34Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2021-06-04T11:48:30Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2021-05-24T12:59:28Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2021-05-06T09:41:53Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2021-03-15T19:40:19Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2021-03-04T18:45:51Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2021-03-01T20:57:25Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2021-02-05T16:15:08Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2021-02-05T16:12:16Z"
},
{
"tag": "bnn_pynq-r1",
"kind": "other",
"published_at": "2020-09-09T16:07:32Z"
},
{
"tag": "quant_mobilenet_v1_4b-r2",
"kind": "other",
"published_at": "2020-08-11T15:43:56Z"
},
{
"tag": "cnv_test_ref-r0",
"kind": "other",
"published_at": "2020-05-13T16:38:13Z"
},
{
"tag": "bnn_pynq-r0",
"kind": "other",
"published_at": "2020-04-09T15:14:46Z"
},
{
"tag": "quant_quartznet_4b-r0",
"kind": "other",
"published_at": "2020-03-11T13:36:53Z"
},
{
"tag": "quant_quartznet_8b-r0",
"kind": "other",
"published_at": "2020-03-10T18:34:40Z"
},
{
"tag": "quant_melgan_8b-r0",
"kind": "other",
"published_at": "2020-03-06T11:37:32Z"
},
{
"tag": "quant_proxylessnas_mobile14_4b-r0",
"kind": "other",
"published_at": "2019-11-01T14:49:28Z"
},
{
"tag": "quant_proxylessnas_mobile14_hadamard_4b-r0",
"kind": "other",
"published_at": "2019-10-31T16:47:41Z"
},
{
"tag": "quant_proxylessnas_mobile14_4b5b-r0",
"kind": "other",
"published_at": "2019-10-30T14:07:04Z"
},
{
"tag": "quant_mobilenet_v1_4b-r1",
"kind": "other",
"published_at": "2019-10-25T15:36:26Z"
},
{
"tag": "examples-0.0.1",
"kind": "other",
"published_at": "2019-10-15T14:25:05Z"
},
{
"tag": "0.1.0-alpha",
"kind": "prerelease",
"published_at": "2019-07-12T10:49:30Z"
}
],
"recent_commits": [
{
"oid": "108e6d61de6f6145dd1ad3e74884af485f3d4488",
"body": null,
"is_bot": false,
"headline": "Setup: adjust torch & python versions (#1556)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-21T13:50:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77070877cf74e6600fdc05d9a2c1dfa4fa314bbd",
"body": null,
"is_bot": false,
"headline": "Docs: add v0.13.0 to the version selector (#1553)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-15T09:31:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6c8e2e60649249187c0fa94adec6262aeb029cb",
"body": null,
"is_bot": false,
"headline": "Docs: regenerate docs for v0.13.0",
"author_name": "Nick Fraser",
"author_login": "nickfraser",
"committed_at": "2026-07-14T16:30:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43fd8f294e6b8f978aa595eaaa96deb20de96a5f",
"body": null,
"is_bot": false,
"headline": "Setup: rerun notebooks (#1552)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-14T15:58:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a824bf5d14fda9d1af3426cde0a111f28b73d278",
"body": "…thms within benchmark scripts (#1357)",
"is_bot": false,
"headline": "Feat (benchmark): Allow easy specification of different search algori…",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-07-14T14:20:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e9c0691407752ffb9d07bf7f7d039070d48ddcf",
"body": "---------\n\nCo-authored-by: nickfraser <icanlosh@gmail.com>",
"is_bot": false,
"headline": "Setup: update readme (#1549)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-14T13:10:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb1833612434b0fe07b159b00bcf21f87106b6f3",
"body": null,
"is_bot": false,
"headline": "Setup: update author's list (#1548)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-14T13:08:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba4db2d1c50d830f15cbb3c2d9ca365b4579a1a9",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): custom trainer support (#1474)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-10T15:20:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86a3287d6782e30dfc61eaebe1366f278400e3c0",
"body": null,
"is_bot": false,
"headline": "fix (stats): Mix MSE for zero-point (#1491)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-07-09T15:05:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a4a1e919869540236cfeb7c1ce9793ef80be647",
"body": "…(#1181)",
"is_bot": false,
"headline": "Feat (ex/axe): improved implementation with extended support/testing …",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-07-08T13:52:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f730912f85f50ed2e0ae427497141607ebd66525",
"body": null,
"is_bot": false,
"headline": "Fix (fx): push support for value_tracer (#1538)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-01T13:22:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f0343ebc297abb334ff17d56c36015ad96c4630",
"body": null,
"is_bot": false,
"headline": "Fix (tests/permute): use symbolic_trace instead of dynamo (#1539)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-07-01T08:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c3221cf001b036dbd4db24d38259d74e5838c01",
"body": null,
"is_bot": false,
"headline": "Fix (tests/permute): use symbolic_trace instead of dynamo (#1536)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-29T09:22:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf965106380aa1b482a7b23c9caeaa427d98ed8e",
"body": "…ision (#1532)\n\n---------\n\nCo-authored-by: Giuseppe Franco <giuseppefranco4@gmail.com>",
"is_bot": false,
"headline": "Feat (gguf): enabling quantization of high-impact layers to high prec…",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-23T16:25:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "372183090aa6c1783327274316f03198b699f3f5",
"body": null,
"is_bot": false,
"headline": "fix (export/onnx): Update ONNX dynamo export for PT2.9 API (#1526)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-06-22T12:30:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0caf82f9fce91975cb9286960652fab6968ffbe",
"body": "…1528)",
"is_bot": false,
"headline": "Fix (core/float): better handling of continuous mantissa bit-width (#…",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-17T15:07:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10ecf4efb760e8f7f667ccaf5bf8d82bc0fc9cf6",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): patch dynamo FX with torch 2.10+ (#1533)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-17T14:56:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe92b5909475a67801eb36cff16fb4dd91e71a7c",
"body": null,
"is_bot": false,
"headline": "Feat (utils): utils to replace weights with quantized ones (#1505)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-16T13:49:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76e1ac39aa03c3dc32906bfe4f39b316e4ee41f5",
"body": null,
"is_bot": false,
"headline": "Docs: update dev docs (#1531)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-16T13:29:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b223cc79d4f1cc2e5c9a585b5c7ec4d8bd11804",
"body": null,
"is_bot": false,
"headline": "Feat (utils): reducing variance on power_iteration func (#1519)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-12T16:05:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec95cfec0106973150085c0b1a81fb7e5a7b0812",
"body": null,
"is_bot": false,
"headline": "Fix (core/stats): typo in variable name in MeanLearnedSigmaStd (#1530)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-11T17:08:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0d83d11e7e8a3135e5cf1f8918dca58faae4c98",
"body": "* Saving generation_config with gguf export\n\n* Resolving model_name with gguf export\n\n* Bumping GGUF version to 0.18.0",
"is_bot": false,
"headline": "Fix (brevitas_examples/gguf): adding metadata to GGUF export (#1527)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-11T15:49:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b5e65e278ced5ba94adb0db532361e89b9fb74e",
"body": null,
"is_bot": false,
"headline": "Docs: update PeRQ and Qronos references in docs (#1525)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-11T08:28:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2fac0687cdb1a4f9b5f149b8b718a325d7596e1",
"body": "…#1508)",
"is_bot": false,
"headline": "Feat (ex/llm): custom quantizer plugin allows to modify quant model (…",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-10T14:12:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6056ef1a418b4a3bd28c999e6430e32ef173d81",
"body": null,
"is_bot": false,
"headline": "Feat (quant/float): move (MX)FP quantizers out of experimental (#1488)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-10T10:19:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "782de90bcab8f2188a4c728c9bec909e43a8c9b2",
"body": "BREAKING CHANGE: Due to how now handle datasets, re-running past experiments might produce slightly different results.",
"is_bot": false,
"headline": "Feat (brevitas_examples/llm)!: load as much data as needed (#1514)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-06-09T10:04:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9024c3f0b92e64fa52d86a56c2679bcc91c64ad8",
"body": null,
"is_bot": false,
"headline": "Feat (llm): enabling narrow_range for inputs in LLM entry point (#1524)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-08T13:18:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae0d820c9ce9401b39dbc24ad9edb84e5921bc74",
"body": null,
"is_bot": false,
"headline": "Feat (benchmark): Minor tweaks to `run_args_bucket_process` (#1523)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-06-08T13:13:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5709198ec64dc32d1d29acecc4e04fab51d5c517",
"body": "…odels (#1518)",
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): correct zero-shot handling of thinking m…",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-05-20T15:54:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "722acb7d996248d5909f52aa25294b823f33a516",
"body": null,
"is_bot": false,
"headline": "Docs: renaming MixQuant to PeRQ (#1521)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-05-20T09:02:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34250e9feebe87e78f655fbf31d798b42a8ac595",
"body": "Co-authored-by: Juan P Garcia Amboage <jgarciaa@amd.com>",
"is_bot": false,
"headline": "normalization fix and new tests (#1504)",
"author_name": "Juan Pablo Garcia Amboage",
"author_login": "JP-Amboage",
"committed_at": "2026-05-18T13:36:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f9d515eb6874d5b47b78fa002e85787d4369cf5",
"body": "…1516)",
"is_bot": false,
"headline": "Fix: restore model_cache_implementation to model.generation_config (#…",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-05-11T13:25:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2201092da2cf6713ddd093417587c296746c29de",
"body": "---------\n\nCo-authored-by: Giuseppe Franco <giuseppefranco4@gmail.com>",
"is_bot": false,
"headline": "Fix (stats): Set correct `reduce_dim` for `group_dim<0` (#1512)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-04-23T08:32:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6468c219f587ae0b664d6babd7c0055840a03f23",
"body": null,
"is_bot": false,
"headline": "test (ex/llm): remove redundant mock from lighteval tests (#1493)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-04-21T07:19:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a0c28416c8d800d0f3ce6f05c99735ccb55525c",
"body": null,
"is_bot": false,
"headline": "Setup: minimum version for transformers (#1510)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-04-16T12:15:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a49ab4da694abc25f44dc490f8382e75838b2c19",
"body": null,
"is_bot": false,
"headline": "Docs: documentation for MixQuant (#1470)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-04-15T08:38:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ee821611ba47564fd6907aa129f59ea38e6e651",
"body": null,
"is_bot": false,
"headline": "Feat (loss): support for high precision loss (#1496)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-04-04T20:53:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8842101b960bf68b2c167e54a65ad93f871d97af",
"body": null,
"is_bot": false,
"headline": "Feat (docs): Documentation for Learned Round (#1485)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-04-02T15:09:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "579a049b72686d8e609e47077efee0992ddc9de9",
"body": null,
"is_bot": false,
"headline": "Feat (vLLM): experimental support for vLLM export (#1444)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-31T15:03:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe5be351f93db83ee4d7cf8829590cbf8328579b",
"body": null,
"is_bot": false,
"headline": "Feat (ex/common): learned round refactor (#1323)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-03-23T10:59:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8252c497da6912d5680b0e0f0958c3e39f7bf737",
"body": null,
"is_bot": false,
"headline": "Setup: support for python 3.13 (#1451)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-22T19:20:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c18d1f7bacc1884d99c3d492fc9e7c06bc32259",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/data): fix evaluation of wikitext2 (#1495)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-20T14:47:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c5d3454d9141c73f3b26185006a0c0ae4ebebad",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): better dataset handling (#1461)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-19T13:36:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1cdbaf6fa1d51865cee3ea980a9b6ca3a12992a4",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): Use dataloader in AWQ (#1489)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-03-17T13:09:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "337ffe211cbd68f05fd5b07c51472a1ad4241fe4",
"body": null,
"is_bot": false,
"headline": "fix (ex/llm): Allow setting dataset limit for `lighteval` (#1492)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-03-16T16:42:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab86f7a3fb699a3c68efcd608829c6f9bb7e011e",
"body": null,
"is_bot": false,
"headline": "Fix (graph/gpxq): ConvTranspose temporarily unsupported (#1490)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-13T22:05:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "63a5acdef665f03349b681c1645c69cc1b112980",
"body": "…and pile (#1487)",
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): enable wikitest test split with fineweb …",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-03-10T09:29:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c74896c5bd04563b779c00dea67cfc130f4e9937",
"body": "…(#1480)",
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): remove_hooks after fused_rotation_no_fx …",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-03-09T15:59:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58221fe69ad376e27c9fbeb87f34a35ddd017663",
"body": null,
"is_bot": false,
"headline": "Fix (graph/equalize): general check for fast_hadamard_transform (#1484)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-03-09T15:53:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3719448d0da6e2b5815e9f977669dfd9fdebbdd8",
"body": null,
"is_bot": false,
"headline": "fix (fx): bump version guard for value tracer (#1482)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-03-06T17:48:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c53e9c5c943f1910ccbe1e70e7bab47bd19e850",
"body": null,
"is_bot": false,
"headline": "deps (python): remove python 3.9 support (#1481)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-03-06T15:19:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6b8c6833ea51e4d60f29e524486d3ab2c2defcc",
"body": null,
"is_bot": false,
"headline": "Feat (ex/llm): Signed scales in LLM entrypoint (#1449)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-03-04T17:33:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d46bb3a50928ec629cccd3cf3bc44216712904db",
"body": null,
"is_bot": false,
"headline": "Docs: correct index in Papers section (#1476)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-04T16:04:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05a8731e1df251342ef773063d62b9f5cee789fe",
"body": "---------\n\nCo-authored-by: nickfraser <icanlosh@gmail.com>",
"is_bot": false,
"headline": "Docs: post-training expansion documentation (#1465)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-04T15:31:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64339408c49b2def5fde2f6519bfe1eeab35ff77",
"body": null,
"is_bot": false,
"headline": "Fix (rotation): fix extra compile keys in state dict (#1472)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-04T14:46:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca27b9b418ebf91b0fd37492ccedd2e4088cf1b1",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas/quant): Fix MX MSE quantizer (#1468)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-03-04T12:58:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7bfd5e206ee3211254fc9d6c10a2c30e1e16297c",
"body": null,
"is_bot": false,
"headline": "test (qonnx): Fixes to QONNX export tests when (`dynamo=True`) (#1473)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2026-03-03T16:14:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c76fb8fadeb32a8e611cce12def54e8041b6d09d",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): fix to RMSNorm context manager (#1471)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-03T10:51:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2b9e724bee1112a3ac9591e59e84717d46e7220",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): deprecate unused MLIR export (#1467)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-03-02T15:08:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52ab28a25c47e3d03f2c56c2fe8cecbb2119cd2f",
"body": null,
"is_bot": false,
"headline": "Fix (graph): enable ROCm path in _apply_had_device (#1469)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-03-02T15:07:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7295db9020d2db8476794bd2612d05bd3c90f698",
"body": null,
"is_bot": false,
"headline": "Feat (cli): rename block_rotation_dim to rotation_block_size (#1464)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-02-26T15:47:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a6141394c5cdf77cd7586c7613af90d26f771e01",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): args based BOS for lm_eval (#1462)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-02-24T14:23:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6990c05b94bf475c232b2a59fb240611c400931f",
"body": "---------\n\nCo-authored-by: nickfraser <icanlosh@gmail.com>",
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): fineweb support (#1459)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-02-23T15:54:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5869ae3a630819765a62c5516691e196aec701a0",
"body": null,
"is_bot": false,
"headline": "Feat (bit_width): generalize restrict_impl with clamping (#1457)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-02-22T01:17:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ad98b991c5f33e996e68d366879c9c635029317",
"body": "---------\n\nCo-authored-by: Giuseppe Franco <giuseppefranco4@gmail.com>",
"is_bot": false,
"headline": "Feat (equalize): adding initial support for MixQuant (#1448)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-02-19T22:56:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35ff0070d1deb233f275e9ce73cf38492ece3c45",
"body": null,
"is_bot": false,
"headline": "Feat (common/quantizer): Enable passing custom quantizers (#1456)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2026-02-19T19:11:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b799b19e881072a0824f12cf1d0df8171401249",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): compute perplexity at float32 (#1458)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-02-19T15:33:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a3aa064184a3d5fe89f60c1317d89280d49d31b",
"body": "…1429)",
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): compile support with merged rotations (#…",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-02-19T13:00:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aad4d5a293db6f2ec622a92a5d3278e47072453e",
"body": null,
"is_bot": false,
"headline": "Test: test ONNX dynamo export with torch >= 2.7 (#1455)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-02-16T23:04:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "493445c3592b19ecd55e4755eac93fd8c1e35a29",
"body": "…disabled (#1440)",
"is_bot": false,
"headline": "Fix (graph/qronos): Normalize contribution to H and G when buffer is …",
"author_name": "Juan Pablo Garcia Amboage",
"author_login": "JP-Amboage",
"committed_at": "2026-02-03T10:50:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c520d8114752baf478b9cbfd26eecc38c91ccf80",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): fix transformers tests (#1446)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-01-28T15:53:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e95d5bc2a4d4cc46482cf531e0e395dd1ad21f42",
"body": "…(#1445)",
"is_bot": false,
"headline": "Fix (brevitas_examples/quantizers): correct stats for dynamic quants …",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-01-27T12:17:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e60d64804f886c6eb28475a610bf614165bf1966",
"body": null,
"is_bot": false,
"headline": "Feat (equalize): option to disable fused block rotations (#1438)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-01-22T14:26:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbb6e370f060fc669d10a965dc8c7eb4d25bc3e3",
"body": null,
"is_bot": false,
"headline": "Feat (optim): decoupling dtype of CayleySGD from params (#1443)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2026-01-22T13:21:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5838c8aa42882f408d342a03e3471f66c12441aa",
"body": "---------\n\nCo-authored-by: Pablo Monteagudo Lago <44771380+pablomlago@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): more checks for FX-related args (#1441)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-01-14T11:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1c0ebbe36fa7a3337ff52ebd52299814624c5898",
"body": "…os (#1427)\n\n---------\n\nCo-authored-by: Pablo Monteagudo Lago <44771380+pablomlago@users.noreply.github.com>",
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): Support for batched inputs in GPXQ/Qron…",
"author_name": "Juan Pablo Garcia Amboage",
"author_login": "JP-Amboage",
"committed_at": "2026-01-12T12:41:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26798a4ba604a9d4c4255614c5eb26ae3ad8cdf9",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): better RMSNorm replacement (#1436)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2026-01-12T12:23:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9bb59e6fe7db6b6c9a711ba4ccc14d179ab8dbb",
"body": "…nt (#1433)",
"is_bot": false,
"headline": "Feat (brevitas_examples/common): mse scale for weights with float qua…",
"author_name": "Juan Pablo Garcia Amboage",
"author_login": "JP-Amboage",
"committed_at": "2026-01-05T09:53:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c28a628893434bb5733b12849013be8ae356283b",
"body": null,
"is_bot": false,
"headline": "Test (brevitas_examples/llm): new lm_eval tests (#1431)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-30T17:43:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "17bf95d9f16e8fbbe7bd176652687027b50cc304",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): support for blockwise rotations (#1434)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-19T21:41:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8a94719c0020c187a29d61dda20e66053aa0064",
"body": null,
"is_bot": false,
"headline": "Feat (graph/equalize): minor refactor (#1432)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-17T15:40:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ffd10c61cec3a5c37ac1a3c0605ec20ab3d5b39",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/llm): correct batch size for lm_eval (#1430)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-15T12:43:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39e0547eb9235e9a65d9c39bda245c7605713f55",
"body": null,
"is_bot": false,
"headline": "Feat (core/stats): signed scaling stats (#1393)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2025-12-09T13:41:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "912f3fd16bb2a8b12fbbec43bed19394a3a8290f",
"body": null,
"is_bot": false,
"headline": "Feat (core): module for runtime computation of exp bias (#1418)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-04T13:03:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60e5558ac5902b33c4993f356ea543a8269ce309",
"body": null,
"is_bot": false,
"headline": "Feat (brevitas_examples/llm): support for distillation loss (#1388)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-03T14:47:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "587494ac19034d69f12eb726e57afa7ba3cd6874",
"body": null,
"is_bot": false,
"headline": "feat (quant/mx): Added midmax scale rounding option to MX types (#1409)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2025-12-02T16:42:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d1fd5a986b75b65d1c9e27c17131dd63a4a471a",
"body": "… versions (#1368)",
"is_bot": false,
"headline": "ci (periodic): Added periodic tests for the entire suite of supported…",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2025-12-02T16:41:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "216101e28c77ce3fbeaefb9465d6c591aada58d0",
"body": null,
"is_bot": false,
"headline": "Fix (proxy): preserve training state after tensor_quant re-init (#1419)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-02T14:00:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d402c9e30af12edac39797fc0681ad74146b40c",
"body": "…#1425)",
"is_bot": false,
"headline": "Test (brevitas_examples/llm): added test of lighteval with rotation (…",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-12-01T14:13:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3658c2b6f57be245213f32914db414abbe29d4fc",
"body": null,
"is_bot": false,
"headline": "Setup: unpin transformers (#1415)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-11-30T17:28:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "153f7c7193ba39186cc1c0db85ff64a0852bec8f",
"body": "…rt (#1422)",
"is_bot": false,
"headline": "fix (core): import scaling before zero point to prevent circular impo…",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2025-11-25T15:12:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "264e37e0ebede4cb426d97b5dd7c983c7420756e",
"body": "…=4.50.0` (#1421)",
"is_bot": false,
"headline": "deps (ex/llm): Fixed `perf<0.18` to be compatible with `transformers=…",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2025-11-25T14:37:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba7c835a163ddd9e3102c88a02bc9a183ebec87b",
"body": "…at64 to dict of tolerances (#1417)",
"is_bot": false,
"headline": "Fix (src/brevitas/quant_tensor/base_quant_tensor.py): Added torch.flo…",
"author_name": "Juan Pablo Garcia Amboage",
"author_login": "JP-Amboage",
"committed_at": "2025-11-24T17:36:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e522fbb893124815ffe657cc08147a37c9efe8c5",
"body": null,
"is_bot": false,
"headline": "Fix (brevitas_examples/imagenet/ptq): DataLoader fix (#1420)",
"author_name": "Štefan Kučerák",
"author_login": "xkucerak",
"committed_at": "2025-11-21T18:16:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7aa63ae1bb740bf51e833ec6f4a7d49e45dc2c2e",
"body": "---------\n\nSigned-off-by: Suraj Karki <suraj.karki@uni-bielefeld.de>\nCo-authored-by: Suraj Karki <suraj.karki@uni-bielefeld.de>\nCo-authored-by: Giuseppe Franco <giuseppefranco4@gmail.com>",
"is_bot": false,
"headline": "Feat (nn): add HardSwish activation function (#1406)",
"author_name": "Suraj Karki",
"author_login": "surajkarki66",
"committed_at": "2025-11-20T22:43:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c10ef8764967e9cacc60347ce185be14e4ad97c4",
"body": null,
"is_bot": false,
"headline": "Fix (equalize): Fix LayerwiseActivationRotation (#1413)",
"author_name": "Pablo Monteagudo Lago",
"author_login": "pablomlago",
"committed_at": "2025-11-07T15:06:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9421f5670f990a0250128cc6285b3901b4f9ef94",
"body": null,
"is_bot": false,
"headline": "deps (numpy): switched numpy to be an optional extra (#1403)",
"author_name": "nickfraser",
"author_login": "nickfraser",
"committed_at": "2025-11-06T11:07:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e88eab44b84d46446a11f3c28ef02b64ed7f31b",
"body": null,
"is_bot": false,
"headline": "Feat (gpxq): enabling selection of device and dtype (#1405)",
"author_name": "Ian Colbert",
"author_login": "i-colbert",
"committed_at": "2025-11-05T14:05:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2fb3284b56e99ee1b2636ecc12e2c07456de760",
"body": null,
"is_bot": false,
"headline": "Feat (loss/bit_width): removable hooks (#1407)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-11-05T09:26:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb572bae1928ddf73a1afe0f4776e93dacc8355a",
"body": "---------\n\nCo-authored-by: Pablo Monteagudo Lago <44771380+pablomlago@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix (graph/rotation): small refactor and documentation (#1382)",
"author_name": "Giuseppe Franco",
"author_login": "Giuseppe5",
"committed_at": "2025-11-04T16:13:47Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 38,
"commits_last_year": 143,
"latest_release_at": "2026-07-14T16:36:35Z",
"latest_release_tag": "v0.13.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 44,
"days_since_latest_release": 7,
"mean_days_between_releases": 105.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 62,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "brevitas",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/brevitas/",
"is_deprecated": false,
"latest_version": "0.13.0",
"repository_url": "https://github.com/Xilinx/brevitas",
"versions_count": 20,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2021-01-30T16:50:17.104741Z",
"latest_published_at": "2026-07-14T16:40:51.014713Z",
"latest_version_yanked": null,
"days_since_latest_publish": 7
}
]
},
"popularity": {
"forks": 246,
"stars": 1554,
"watchers": 30,
"fork_history": {
"days": [
{
"date": "2018-11-20",
"count": 1
},
{
"date": "2019-03-14",
"count": 1
},
{
"date": "2019-04-19",
"count": 1
},
{
"date": "2019-04-21",
"count": 1
},
{
"date": "2019-05-22",
"count": 1
},
{
"date": "2019-06-29",
"count": 1
},
{
"date": "2019-08-08",
"count": 1
},
{
"date": "2019-08-15",
"count": 1
},
{
"date": "2019-09-29",
"count": 1
},
{
"date": "2019-09-30",
"count": 1
},
{
"date": "2019-10-03",
"count": 1
},
{
"date": "2019-10-13",
"count": 1
},
{
"date": "2019-10-15",
"count": 1
},
{
"date": "2019-11-01",
"count": 1
},
{
"date": "2019-11-10",
"count": 1
},
{
"date": "2019-11-11",
"count": 1
},
{
"date": "2019-11-21",
"count": 1
},
{
"date": "2019-11-26",
"count": 2
},
{
"date": "2019-11-27",
"count": 1
},
{
"date": "2019-12-11",
"count": 1
},
{
"date": "2019-12-22",
"count": 1
},
{
"date": "2019-12-25",
"count": 1
},
{
"date": "2020-01-17",
"count": 2
},
{
"date": "2020-01-28",
"count": 1
},
{
"date": "2020-02-11",
"count": 1
},
{
"date": "2020-02-22",
"count": 1
},
{
"date": "2020-02-25",
"count": 1
},
{
"date": "2020-03-17",
"count": 1
},
{
"date": "2020-03-23",
"count": 1
},
{
"date": "2020-03-29",
"count": 1
},
{
"date": "2020-04-07",
"count": 1
},
{
"date": "2020-04-08",
"count": 2
},
{
"date": "2020-04-15",
"count": 2
},
{
"date": "2020-04-16",
"count": 1
},
{
"date": "2020-04-21",
"count": 1
},
{
"date": "2020-04-22",
"count": 2
},
{
"date": "2020-04-25",
"count": 1
},
{
"date": "2020-05-19",
"count": 1
},
{
"date": "2020-05-20",
"count": 1
},
{
"date": "2020-05-21",
"count": 1
},
{
"date": "2020-05-25",
"count": 1
},
{
"date": "2020-06-11",
"count": 1
},
{
"date": "2020-06-12",
"count": 1
},
{
"date": "2020-06-14",
"count": 1
},
{
"date": "2020-07-06",
"count": 1
},
{
"date": "2020-08-10",
"count": 1
},
{
"date": "2020-08-11",
"count": 1
},
{
"date": "2020-08-16",
"count": 2
},
{
"date": "2020-08-26",
"count": 1
},
{
"date": "2020-08-27",
"count": 1
},
{
"date": "2020-09-02",
"count": 1
},
{
"date": "2020-09-07",
"count": 1
},
{
"date": "2020-09-10",
"count": 1
},
{
"date": "2020-10-15",
"count": 1
},
{
"date": "2020-10-20",
"count": 1
},
{
"date": "2021-01-14",
"count": 1
},
{
"date": "2021-03-06",
"count": 1
},
{
"date": "2021-03-18",
"count": 1
},
{
"date": "2021-04-03",
"count": 1
},
{
"date": "2021-04-09",
"count": 1
},
{
"date": "2021-04-15",
"count": 1
},
{
"date": "2021-04-26",
"count": 1
},
{
"date": "2021-04-29",
"count": 1
},
{
"date": "2021-05-05",
"count": 1
},
{
"date": "2021-05-06",
"count": 1
},
{
"date": "2021-05-11",
"count": 1
},
{
"date": "2021-05-12",
"count": 1
},
{
"date": "2021-05-15",
"count": 1
},
{
"date": "2021-05-17",
"count": 1
},
{
"date": "2021-05-19",
"count": 1
},
{
"date": "2021-05-21",
"count": 1
},
{
"date": "2021-05-26",
"count": 1
},
{
"date": "2021-05-31",
"count": 1
},
{
"date": "2021-06-01",
"count": 1
},
{
"date": "2021-06-13",
"count": 1
},
{
"date": "2021-06-29",
"count": 1
},
{
"date": "2021-06-30",
"count": 1
},
{
"date": "2021-07-13",
"count": 1
},
{
"date": "2021-07-15",
"count": 1
},
{
"date": "2021-08-03",
"count": 1
},
{
"date": "2021-08-08",
"count": 1
},
{
"date": "2021-08-10",
"count": 1
},
{
"date": "2021-08-13",
"count": 1
},
{
"date": "2021-08-26",
"count": 1
},
{
"date": "2021-08-30",
"count": 1
},
{
"date": "2021-09-02",
"count": 1
},
{
"date": "2021-09-03",
"count": 1
},
{
"date": "2021-10-06",
"count": 1
},
{
"date": "2021-10-09",
"count": 1
},
{
"date": "2021-10-22",
"count": 1
},
{
"date": "2021-11-10",
"count": 1
},
{
"date": "2021-11-29",
"count": 1
},
{
"date": "2021-12-02",
"count": 2
},
{
"date": "2021-12-15",
"count": 1
},
{
"date": "2021-12-17",
"count": 2
},
{
"date": "2022-01-12",
"count": 1
},
{
"date": "2022-01-20",
"count": 1
},
{
"date": "2022-02-02",
"count": 2
},
{
"date": "2022-02-08",
"count": 1
},
{
"date": "2022-03-05",
"count": 1
},
{
"date": "2022-03-14",
"count": 1
},
{
"date": "2022-03-22",
"count": 1
},
{
"date": "2022-03-27",
"count": 1
},
{
"date": "2022-04-03",
"count": 1
},
{
"date": "2022-05-18",
"count": 1
},
{
"date": "2022-05-27",
"count": 1
},
{
"date": "2022-07-07",
"count": 1
},
{
"date": "2022-07-13",
"count": 1
},
{
"date": "2022-07-27",
"count": 1
},
{
"date": "2022-08-18",
"count": 1
},
{
"date": "2022-09-15",
"count": 1
},
{
"date": "2022-09-25",
"count": 1
},
{
"date": "2022-10-20",
"count": 1
},
{
"date": "2022-11-05",
"count": 1
},
{
"date": "2022-11-10",
"count": 1
},
{
"date": "2022-11-18",
"count": 1
},
{
"date": "2022-11-28",
"count": 2
},
{
"date": "2022-12-02",
"count": 1
},
{
"date": "2022-12-13",
"count": 1
},
{
"date": "2023-01-01",
"count": 1
},
{
"date": "2023-01-31",
"count": 1
},
{
"date": "2023-02-09",
"count": 1
},
{
"date": "2023-03-19",
"count": 1
},
{
"date": "2023-03-20",
"count": 1
},
{
"date": "2023-04-18",
"count": 1
},
{
"date": "2023-05-25",
"count": 2
},
{
"date": "2023-06-20",
"count": 1
},
{
"date": "2023-08-04",
"count": 2
},
{
"date": "2023-08-10",
"count": 1
},
{
"date": "2023-08-17",
"count": 1
},
{
"date": "2023-08-25",
"count": 2
},
{
"date": "2023-10-10",
"count": 1
},
{
"date": "2023-10-18",
"count": 1
},
{
"date": "2023-10-28",
"count": 1
},
{
"date": "2023-11-01",
"count": 1
},
{
"date": "2023-11-22",
"count": 2
},
{
"date": "2023-12-10",
"count": 1
},
{
"date": "2023-12-18",
"count": 1
},
{
"date": "2023-12-19",
"count": 1
},
{
"date": "2024-01-04",
"count": 1
},
{
"date": "2024-01-15",
"count": 1
},
{
"date": "2024-01-18",
"count": 1
},
{
"date": "2024-01-23",
"count": 1
},
{
"date": "2024-02-07",
"count": 1
},
{
"date": "2024-02-14",
"count": 1
},
{
"date": "2024-02-16",
"count": 1
},
{
"date": "2024-02-18",
"count": 1
},
{
"date": "2024-03-14",
"count": 2
},
{
"date": "2024-03-21",
"count": 1
},
{
"date": "2024-04-09",
"count": 1
},
{
"date": "2024-04-19",
"count": 1
},
{
"date": "2024-04-20",
"count": 1
},
{
"date": "2024-05-04",
"count": 1
},
{
"date": "2024-05-23",
"count": 1
},
{
"date": "2024-05-28",
"count": 1
},
{
"date": "2024-06-05",
"count": 1
},
{
"date": "2024-06-25",
"count": 1
},
{
"date": "2024-07-08",
"count": 1
},
{
"date": "2024-07-11",
"count": 1
},
{
"date": "2024-07-16",
"count": 2
},
{
"date": "2024-07-17",
"count": 1
},
{
"date": "2024-07-19",
"count": 1
},
{
"date": "2024-08-05",
"count": 1
},
{
"date": "2024-08-08",
"count": 1
},
{
"date": "2024-08-18",
"count": 1
},
{
"date": "2024-08-27",
"count": 1
},
{
"date": "2024-09-05",
"count": 1
},
{
"date": "2024-09-25",
"count": 1
},
{
"date": "2024-10-08",
"count": 1
},
{
"date": "2024-10-10",
"count": 1
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-10-16",
"count": 1
},
{
"date": "2024-10-30",
"count": 1
},
{
"date": "2024-11-01",
"count": 1
},
{
"date": "2024-11-05",
"count": 1
},
{
"date": "2024-12-02",
"count": 1
},
{
"date": "2024-12-12",
"count": 1
},
{
"date": "2025-01-11",
"count": 1
},
{
"date": "2025-01-16",
"count": 1
},
{
"date": "2025-01-20",
"count": 1
},
{
"date": "2025-01-21",
"count": 1
},
{
"date": "2025-02-04",
"count": 2
},
{
"date": "2025-02-05",
"count": 1
},
{
"date": "2025-02-21",
"count": 1
},
{
"date": "2025-03-11",
"count": 2
},
{
"date": "2025-04-04",
"count": 1
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-15",
"count": 1
},
{
"date": "2025-05-04",
"count": 1
},
{
"date": "2025-05-13",
"count": 1
},
{
"date": "2025-05-19",
"count": 1
},
{
"date": "2025-05-20",
"count": 1
},
{
"date": "2025-05-29",
"count": 1
},
{
"date": "2025-06-05",
"count": 1
},
{
"date": "2025-06-07",
"count": 1
},
{
"date": "2025-06-24",
"count": 1
},
{
"date": "2025-06-28",
"count": 1
},
{
"date": "2025-07-10",
"count": 1
},
{
"date": "2025-07-21",
"count": 1
},
{
"date": "2025-07-28",
"count": 1
},
{
"date": "2025-08-02",
"count": 1
},
{
"date": "2025-08-05",
"count": 1
},
{
"date": "2025-08-13",
"count": 1
},
{
"date": "2025-08-18",
"count": 1
},
{
"date": "2025-08-27",
"count": 1
},
{
"date": "2025-09-25",
"count": 1
},
{
"date": "2025-10-02",
"count": 1
},
{
"date": "2025-10-21",
"count": 1
},
{
"date": "2025-10-26",
"count": 1
},
{
"date": "2025-10-29",
"count": 1
},
{
"date": "2025-11-06",
"count": 1
},
{
"date": "2025-11-21",
"count": 1
},
{
"date": "2025-12-12",
"count": 1
},
{
"date": "2025-12-24",
"count": 1
},
{
"date": "2025-12-30",
"count": 1
},
{
"date": "2026-01-06",
"count": 1
},
{
"date": "2026-02-09",
"count": 1
},
{
"date": "2026-02-25",
"count": 1
},
{
"date": "2026-03-12",
"count": 1
},
{
"date": "2026-03-28",
"count": 1
},
{
"date": "2026-05-18",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-07-03",
"count": 1
},
{
"date": "2026-07-13",
"count": 1
}
],
"complete": true,
"collected": 242,
"total_forks": 246
},
"star_history": {
"days": [
{
"date": "2022-02-02",
"count": 2
},
{
"date": "2022-02-03",
"count": 1
},
{
"date": "2022-02-05",
"count": 1
},
{
"date": "2022-02-08",
"count": 2
},
{
"date": "2022-02-09",
"count": 1
},
{
"date": "2022-02-10",
"count": 1
},
{
"date": "2022-02-11",
"count": 1
},
{
"date": "2022-02-12",
"count": 1
},
{
"date": "2022-02-14",
"count": 1
},
{
"date": "2022-02-18",
"count": 2
},
{
"date": "2022-02-22",
"count": 2
},
{
"date": "2022-02-23",
"count": 1
},
{
"date": "2022-03-02",
"count": 3
},
{
"date": "2022-03-08",
"count": 1
},
{
"date": "2022-03-09",
"count": 2
},
{
"date": "2022-03-11",
"count": 2
},
{
"date": "2022-03-15",
"count": 2
},
{
"date": "2022-03-18",
"count": 2
},
{
"date": "2022-03-21",
"count": 1
},
{
"date": "2022-03-23",
"count": 1
},
{
"date": "2022-03-25",
"count": 1
},
{
"date": "2022-03-28",
"count": 2
},
{
"date": "2022-03-30",
"count": 1
},
{
"date": "2022-03-31",
"count": 1
},
{
"date": "2022-04-01",
"count": 1
},
{
"date": "2022-04-03",
"count": 1
},
{
"date": "2022-04-05",
"count": 1
},
{
"date": "2022-04-12",
"count": 1
},
{
"date": "2022-04-13",
"count": 1
},
{
"date": "2022-04-15",
"count": 1
},
{
"date": "2022-04-16",
"count": 1
},
{
"date": "2022-04-18",
"count": 2
},
{
"date": "2022-04-19",
"count": 1
},
{
"date": "2022-04-20",
"count": 1
},
{
"date": "2022-04-21",
"count": 1
},
{
"date": "2022-04-26",
"count": 1
},
{
"date": "2022-05-01",
"count": 1
},
{
"date": "2022-05-03",
"count": 1
},
{
"date": "2022-05-05",
"count": 1
},
{
"date": "2022-05-08",
"count": 2
},
{
"date": "2022-05-13",
"count": 1
},
{
"date": "2022-05-15",
"count": 1
},
{
"date": "2022-05-18",
"count": 1
},
{
"date": "2022-05-20",
"count": 1
},
{
"date": "2022-05-21",
"count": 1
},
{
"date": "2022-05-24",
"count": 1
},
{
"date": "2022-05-30",
"count": 1
},
{
"date": "2022-06-02",
"count": 1
},
{
"date": "2022-06-07",
"count": 1
},
{
"date": "2022-06-09",
"count": 1
},
{
"date": "2022-06-11",
"count": 2
},
{
"date": "2022-06-15",
"count": 1
},
{
"date": "2022-06-16",
"count": 1
},
{
"date": "2022-06-27",
"count": 1
},
{
"date": "2022-06-29",
"count": 2
},
{
"date": "2022-06-30",
"count": 2
},
{
"date": "2022-07-05",
"count": 1
},
{
"date": "2022-07-06",
"count": 1
},
{
"date": "2022-07-07",
"count": 1
},
{
"date": "2022-07-12",
"count": 1
},
{
"date": "2022-07-13",
"count": 1
},
{
"date": "2022-07-14",
"count": 1
},
{
"date": "2022-07-16",
"count": 2
},
{
"date": "2022-07-17",
"count": 1
},
{
"date": "2022-07-19",
"count": 1
},
{
"date": "2022-07-22",
"count": 1
},
{
"date": "2022-07-26",
"count": 1
},
{
"date": "2022-07-27",
"count": 1
},
{
"date": "2022-08-02",
"count": 1
},
{
"date": "2022-08-04",
"count": 1
},
{
"date": "2022-08-06",
"count": 1
},
{
"date": "2022-08-08",
"count": 2
},
{
"date": "2022-08-11",
"count": 3
},
{
"date": "2022-08-15",
"count": 1
},
{
"date": "2022-08-19",
"count": 1
},
{
"date": "2022-08-20",
"count": 1
},
{
"date": "2022-08-22",
"count": 1
},
{
"date": "2022-08-23",
"count": 1
},
{
"date": "2022-08-29",
"count": 1
},
{
"date": "2022-08-30",
"count": 1
},
{
"date": "2022-08-31",
"count": 2
},
{
"date": "2022-09-01",
"count": 2
},
{
"date": "2022-09-02",
"count": 1
},
{
"date": "2022-09-03",
"count": 1
},
{
"date": "2022-09-09",
"count": 1
},
{
"date": "2022-09-10",
"count": 2
},
{
"date": "2022-09-15",
"count": 1
},
{
"date": "2022-09-19",
"count": 1
},
{
"date": "2022-09-20",
"count": 2
},
{
"date": "2022-09-21",
"count": 1
},
{
"date": "2022-09-25",
"count": 1
},
{
"date": "2022-09-26",
"count": 2
},
{
"date": "2022-09-28",
"count": 2
},
{
"date": "2022-09-29",
"count": 2
},
{
"date": "2022-10-03",
"count": 1
},
{
"date": "2022-10-05",
"count": 2
},
{
"date": "2022-10-06",
"count": 1
},
{
"date": "2022-10-08",
"count": 1
},
{
"date": "2022-10-11",
"count": 5
},
{
"date": "2022-10-15",
"count": 1
},
{
"date": "2022-10-18",
"count": 1
},
{
"date": "2022-10-19",
"count": 1
},
{
"date": "2022-10-20",
"count": 3
},
{
"date": "2022-10-25",
"count": 1
},
{
"date": "2022-10-26",
"count": 2
},
{
"date": "2022-10-27",
"count": 1
},
{
"date": "2022-10-31",
"count": 1
},
{
"date": "2022-11-02",
"count": 3
},
{
"date": "2022-11-03",
"count": 1
},
{
"date": "2022-11-07",
"count": 1
},
{
"date": "2022-11-11",
"count": 1
},
{
"date": "2022-11-14",
"count": 1
},
{
"date": "2022-11-15",
"count": 1
},
{
"date": "2022-11-16",
"count": 1
},
{
"date": "2022-11-18",
"count": 1
},
{
"date": "2022-11-22",
"count": 2
},
{
"date": "2022-11-24",
"count": 1
},
{
"date": "2022-11-25",
"count": 2
},
{
"date": "2022-11-26",
"count": 1
},
{
"date": "2022-11-30",
"count": 1
},
{
"date": "2022-12-02",
"count": 1
},
{
"date": "2022-12-03",
"count": 1
},
{
"date": "2022-12-04",
"count": 1
},
{
"date": "2022-12-05",
"count": 2
},
{
"date": "2022-12-13",
"count": 3
},
{
"date": "2022-12-15",
"count": 1
},
{
"date": "2022-12-20",
"count": 1
},
{
"date": "2022-12-23",
"count": 2
},
{
"date": "2022-12-24",
"count": 1
},
{
"date": "2022-12-29",
"count": 1
},
{
"date": "2023-01-03",
"count": 1
},
{
"date": "2023-01-05",
"count": 1
},
{
"date": "2023-01-08",
"count": 1
},
{
"date": "2023-01-10",
"count": 1
},
{
"date": "2023-01-11",
"count": 1
},
{
"date": "2023-01-12",
"count": 2
},
{
"date": "2023-01-13",
"count": 3
},
{
"date": "2023-01-19",
"count": 1
},
{
"date": "2023-01-20",
"count": 1
},
{
"date": "2023-01-24",
"count": 1
},
{
"date": "2023-01-25",
"count": 1
},
{
"date": "2023-01-31",
"count": 1
},
{
"date": "2023-02-01",
"count": 2
},
{
"date": "2023-02-05",
"count": 2
},
{
"date": "2023-02-06",
"count": 2
},
{
"date": "2023-02-07",
"count": 1
},
{
"date": "2023-02-10",
"count": 1
},
{
"date": "2023-02-11",
"count": 1
},
{
"date": "2023-02-16",
"count": 1
},
{
"date": "2023-02-19",
"count": 2
},
{
"date": "2023-02-20",
"count": 2
},
{
"date": "2023-02-22",
"count": 1
},
{
"date": "2023-02-24",
"count": 1
},
{
"date": "2023-03-01",
"count": 1
},
{
"date": "2023-03-03",
"count": 1
},
{
"date": "2023-03-05",
"count": 1
},
{
"date": "2023-03-06",
"count": 1
},
{
"date": "2023-03-08",
"count": 1
},
{
"date": "2023-03-09",
"count": 3
},
{
"date": "2023-03-10",
"count": 1
},
{
"date": "2023-03-12",
"count": 1
},
{
"date": "2023-03-13",
"count": 2
},
{
"date": "2023-03-15",
"count": 1
},
{
"date": "2023-03-16",
"count": 1
},
{
"date": "2023-03-17",
"count": 1
},
{
"date": "2023-03-19",
"count": 2
},
{
"date": "2023-03-20",
"count": 2
},
{
"date": "2023-03-21",
"count": 2
},
{
"date": "2023-03-27",
"count": 4
},
{
"date": "2023-03-28",
"count": 1
},
{
"date": "2023-04-02",
"count": 2
},
{
"date": "2023-04-03",
"count": 1
},
{
"date": "2023-04-10",
"count": 4
},
{
"date": "2023-04-11",
"count": 1
},
{
"date": "2023-04-12",
"count": 3
},
{
"date": "2023-04-18",
"count": 2
},
{
"date": "2023-04-19",
"count": 1
},
{
"date": "2023-04-23",
"count": 1
},
{
"date": "2023-04-30",
"count": 1
},
{
"date": "2023-05-03",
"count": 1
},
{
"date": "2023-05-04",
"count": 3
},
{
"date": "2023-05-06",
"count": 1
},
{
"date": "2023-05-08",
"count": 2
},
{
"date": "2023-05-11",
"count": 1
},
{
"date": "2023-05-12",
"count": 1
},
{
"date": "2023-05-13",
"count": 1
},
{
"date": "2023-05-15",
"count": 2
},
{
"date": "2023-05-16",
"count": 1
},
{
"date": "2023-05-18",
"count": 1
},
{
"date": "2023-05-19",
"count": 1
},
{
"date": "2023-05-21",
"count": 1
},
{
"date": "2023-05-22",
"count": 3
},
{
"date": "2023-05-23",
"count": 1
},
{
"date": "2023-05-25",
"count": 1
},
{
"date": "2023-05-27",
"count": 1
},
{
"date": "2023-05-29",
"count": 1
},
{
"date": "2023-05-30",
"count": 1
},
{
"date": "2023-06-06",
"count": 3
},
{
"date": "2023-06-07",
"count": 1
},
{
"date": "2023-06-08",
"count": 4
},
{
"date": "2023-06-11",
"count": 1
},
{
"date": "2023-06-13",
"count": 1
},
{
"date": "2023-06-14",
"count": 1
},
{
"date": "2023-06-15",
"count": 3
},
{
"date": "2023-06-19",
"count": 1
},
{
"date": "2023-06-20",
"count": 1
},
{
"date": "2023-06-28",
"count": 1
},
{
"date": "2023-06-29",
"count": 1
},
{
"date": "2023-06-30",
"count": 1
},
{
"date": "2023-07-01",
"count": 1
},
{
"date": "2023-07-03",
"count": 1
},
{
"date": "2023-07-05",
"count": 1
},
{
"date": "2023-07-09",
"count": 1
},
{
"date": "2023-07-10",
"count": 1
},
{
"date": "2023-07-11",
"count": 1
},
{
"date": "2023-07-12",
"count": 2
},
{
"date": "2023-07-14",
"count": 1
},
{
"date": "2023-07-16",
"count": 2
},
{
"date": "2023-07-18",
"count": 1
},
{
"date": "2023-07-19",
"count": 1
},
{
"date": "2023-07-20",
"count": 1
},
{
"date": "2023-07-22",
"count": 1
},
{
"date": "2023-07-28",
"count": 1
},
{
"date": "2023-07-30",
"count": 1
},
{
"date": "2023-07-31",
"count": 1
},
{
"date": "2023-08-02",
"count": 1
},
{
"date": "2023-08-04",
"count": 2
},
{
"date": "2023-08-07",
"count": 1
},
{
"date": "2023-08-09",
"count": 1
},
{
"date": "2023-08-10",
"count": 1
},
{
"date": "2023-08-15",
"count": 1
},
{
"date": "2023-08-18",
"count": 2
},
{
"date": "2023-08-20",
"count": 1
},
{
"date": "2023-08-21",
"count": 2
},
{
"date": "2023-08-23",
"count": 1
},
{
"date": "2023-08-24",
"count": 1
},
{
"date": "2023-08-25",
"count": 1
},
{
"date": "2023-08-28",
"count": 1
},
{
"date": "2023-08-29",
"count": 2
},
{
"date": "2023-08-31",
"count": 1
},
{
"date": "2023-09-10",
"count": 1
},
{
"date": "2023-09-11",
"count": 2
},
{
"date": "2023-09-12",
"count": 1
},
{
"date": "2023-09-14",
"count": 1
},
{
"date": "2023-09-15",
"count": 1
},
{
"date": "2023-09-18",
"count": 1
},
{
"date": "2023-09-19",
"count": 1
},
{
"date": "2023-09-20",
"count": 1
},
{
"date": "2023-09-21",
"count": 1
},
{
"date": "2023-09-22",
"count": 2
},
{
"date": "2023-09-24",
"count": 1
},
{
"date": "2023-09-25",
"count": 1
},
{
"date": "2023-09-28",
"count": 3
},
{
"date": "2023-10-03",
"count": 2
},
{
"date": "2023-10-05",
"count": 1
},
{
"date": "2023-10-10",
"count": 1
},
{
"date": "2023-10-11",
"count": 1
},
{
"date": "2023-10-12",
"count": 1
},
{
"date": "2023-10-19",
"count": 3
},
{
"date": "2023-10-20",
"count": 3
},
{
"date": "2023-10-22",
"count": 1
},
{
"date": "2023-10-24",
"count": 1
},
{
"date": "2023-10-25",
"count": 1
},
{
"date": "2023-10-26",
"count": 1
},
{
"date": "2023-10-30",
"count": 1
},
{
"date": "2023-10-31",
"count": 1
},
{
"date": "2023-11-01",
"count": 2
},
{
"date": "2023-11-02",
"count": 2
},
{
"date": "2023-11-03",
"count": 1
},
{
"date": "2023-11-06",
"count": 2
},
{
"date": "2023-11-08",
"count": 1
},
{
"date": "2023-11-12",
"count": 2
},
{
"date": "2023-11-14",
"count": 1
},
{
"date": "2023-11-17",
"count": 1
},
{
"date": "2023-11-20",
"count": 2
},
{
"date": "2023-11-21",
"count": 2
},
{
"date": "2023-11-22",
"count": 1
},
{
"date": "2023-11-24",
"count": 1
},
{
"date": "2023-11-26",
"count": 1
},
{
"date": "2023-11-28",
"count": 1
},
{
"date": "2023-11-30",
"count": 1
},
{
"date": "2023-12-03",
"count": 1
},
{
"date": "2023-12-05",
"count": 2
},
{
"date": "2023-12-07",
"count": 2
},
{
"date": "2023-12-08",
"count": 2
},
{
"date": "2023-12-10",
"count": 10
},
{
"date": "2023-12-12",
"count": 1
},
{
"date": "2023-12-14",
"count": 1
},
{
"date": "2023-12-15",
"count": 1
},
{
"date": "2023-12-18",
"count": 2
},
{
"date": "2023-12-20",
"count": 1
},
{
"date": "2023-12-21",
"count": 1
},
{
"date": "2023-12-22",
"count": 1
},
{
"date": "2023-12-26",
"count": 1
},
{
"date": "2023-12-29",
"count": 2
},
{
"date": "2024-01-02",
"count": 1
},
{
"date": "2024-01-03",
"count": 1
},
{
"date": "2024-01-06",
"count": 1
},
{
"date": "2024-01-07",
"count": 1
},
{
"date": "2024-01-09",
"count": 2
},
{
"date": "2024-01-11",
"count": 2
},
{
"date": "2024-01-15",
"count": 1
},
{
"date": "2024-01-16",
"count": 1
},
{
"date": "2024-01-17",
"count": 2
},
{
"date": "2024-01-18",
"count": 2
},
{
"date": "2024-01-20",
"count": 1
},
{
"date": "2024-01-22",
"count": 1
},
{
"date": "2024-01-25",
"count": 2
},
{
"date": "2024-01-26",
"count": 1
},
{
"date": "2024-01-29",
"count": 2
},
{
"date": "2024-01-31",
"count": 1
},
{
"date": "2024-02-01",
"count": 2
},
{
"date": "2024-02-05",
"count": 2
},
{
"date": "2024-02-06",
"count": 1
},
{
"date": "2024-02-07",
"count": 1
},
{
"date": "2024-02-11",
"count": 1
},
{
"date": "2024-02-16",
"count": 1
},
{
"date": "2024-02-19",
"count": 1
},
{
"date": "2024-02-23",
"count": 1
},
{
"date": "2024-02-26",
"count": 1
},
{
"date": "2024-02-27",
"count": 1
},
{
"date": "2024-02-28",
"count": 1
},
{
"date": "2024-02-29",
"count": 1
},
{
"date": "2024-03-04",
"count": 1
},
{
"date": "2024-03-06",
"count": 1
},
{
"date": "2024-03-07",
"count": 1
},
{
"date": "2024-03-08",
"count": 1
},
{
"date": "2024-03-09",
"count": 1
},
{
"date": "2024-03-12",
"count": 1
},
{
"date": "2024-03-13",
"count": 1
},
{
"date": "2024-03-14",
"count": 2
},
{
"date": "2024-03-15",
"count": 1
},
{
"date": "2024-03-19",
"count": 3
},
{
"date": "2024-03-22",
"count": 1
},
{
"date": "2024-03-23",
"count": 1
},
{
"date": "2024-03-27",
"count": 1
},
{
"date": "2024-03-29",
"count": 1
},
{
"date": "2024-04-01",
"count": 1
},
{
"date": "2024-04-02",
"count": 3
},
{
"date": "2024-04-03",
"count": 2
},
{
"date": "2024-04-05",
"count": 3
},
{
"date": "2024-04-07",
"count": 1
},
{
"date": "2024-04-09",
"count": 3
},
{
"date": "2024-04-10",
"count": 1
},
{
"date": "2024-04-11",
"count": 1
},
{
"date": "2024-04-15",
"count": 3
},
{
"date": "2024-04-16",
"count": 2
},
{
"date": "2024-04-17",
"count": 1
},
{
"date": "2024-04-18",
"count": 1
},
{
"date": "2024-04-22",
"count": 3
},
{
"date": "2024-04-23",
"count": 1
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-04-25",
"count": 3
},
{
"date": "2024-04-26",
"count": 2
},
{
"date": "2024-04-27",
"count": 2
},
{
"date": "2024-04-29",
"count": 1
},
{
"date": "2024-04-30",
"count": 1
},
{
"date": "2024-05-02",
"count": 2
},
{
"date": "2024-05-05",
"count": 3
},
{
"date": "2024-05-07",
"count": 3
},
{
"date": "2024-05-09",
"count": 1
},
{
"date": "2024-05-13",
"count": 2
},
{
"date": "2024-05-14",
"count": 1
},
{
"date": "2024-05-16",
"count": 1
},
{
"date": "2024-05-17",
"count": 2
},
{
"date": "2024-05-18",
"count": 1
},
{
"date": "2024-05-26",
"count": 1
},
{
"date": "2024-05-27",
"count": 2
},
{
"date": "2024-05-29",
"count": 2
},
{
"date": "2024-05-30",
"count": 1
},
{
"date": "2024-06-01",
"count": 1
},
{
"date": "2024-06-13",
"count": 1
},
{
"date": "2024-06-15",
"count": 1
},
{
"date": "2024-06-17",
"count": 2
},
{
"date": "2024-06-20",
"count": 1
},
{
"date": "2024-06-21",
"count": 1
},
{
"date": "2024-06-24",
"count": 2
},
{
"date": "2024-06-26",
"count": 1
},
{
"date": "2024-06-28",
"count": 2
},
{
"date": "2024-06-29",
"count": 1
},
{
"date": "2024-07-01",
"count": 3
},
{
"date": "2024-07-09",
"count": 1
},
{
"date": "2024-07-14",
"count": 1
},
{
"date": "2024-07-15",
"count": 1
},
{
"date": "2024-07-16",
"count": 2
},
{
"date": "2024-07-18",
"count": 3
},
{
"date": "2024-07-19",
"count": 1
},
{
"date": "2024-07-21",
"count": 1
},
{
"date": "2024-07-22",
"count": 1
},
{
"date": "2024-07-27",
"count": 1
},
{
"date": "2024-08-09",
"count": 1
},
{
"date": "2024-08-12",
"count": 3
},
{
"date": "2024-08-14",
"count": 1
},
{
"date": "2024-08-20",
"count": 1
},
{
"date": "2024-08-23",
"count": 2
},
{
"date": "2024-08-26",
"count": 1
},
{
"date": "2024-08-30",
"count": 1
},
{
"date": "2024-09-03",
"count": 1
},
{
"date": "2024-09-04",
"count": 1
},
{
"date": "2024-09-10",
"count": 1
},
{
"date": "2024-09-11",
"count": 4
},
{
"date": "2024-09-16",
"count": 1
},
{
"date": "2024-09-17",
"count": 1
},
{
"date": "2024-09-18",
"count": 2
},
{
"date": "2024-09-20",
"count": 1
},
{
"date": "2024-09-24",
"count": 1
},
{
"date": "2024-09-25",
"count": 2
},
{
"date": "2024-09-26",
"count": 1
},
{
"date": "2024-09-27",
"count": 2
},
{
"date": "2024-09-29",
"count": 1
},
{
"date": "2024-10-01",
"count": 3
},
{
"date": "2024-10-02",
"count": 1
},
{
"date": "2024-10-05",
"count": 1
},
{
"date": "2024-10-07",
"count": 1
},
{
"date": "2024-10-08",
"count": 1
},
{
"date": "2024-10-11",
"count": 1
},
{
"date": "2024-10-13",
"count": 1
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-10-16",
"count": 2
},
{
"date": "2024-10-18",
"count": 2
},
{
"date": "2024-10-19",
"count": 1
},
{
"date": "2024-10-21",
"count": 1
},
{
"date": "2024-10-22",
"count": 1
},
{
"date": "2024-10-24",
"count": 2
},
{
"date": "2024-10-25",
"count": 1
},
{
"date": "2024-10-26",
"count": 1
},
{
"date": "2024-10-27",
"count": 2
},
{
"date": "2024-10-28",
"count": 5
},
{
"date": "2024-10-29",
"count": 1
},
{
"date": "2024-10-31",
"count": 5
},
{
"date": "2024-11-01",
"count": 1
},
{
"date": "2024-11-02",
"count": 2
},
{
"date": "2024-11-03",
"count": 1
},
{
"date": "2024-11-05",
"count": 2
},
{
"date": "2024-11-06",
"count": 1
},
{
"date": "2024-11-07",
"count": 1
},
{
"date": "2024-11-08",
"count": 1
},
{
"date": "2024-11-13",
"count": 1
},
{
"date": "2024-11-18",
"count": 1
},
{
"date": "2024-11-20",
"count": 1
},
{
"date": "2024-11-21",
"count": 1
},
{
"date": "2024-11-22",
"count": 2
},
{
"date": "2024-11-23",
"count": 1
},
{
"date": "2024-11-26",
"count": 1
},
{
"date": "2024-11-28",
"count": 4
},
{
"date": "2024-11-29",
"count": 1
},
{
"date": "2024-12-02",
"count": 1
},
{
"date": "2024-12-03",
"count": 1
},
{
"date": "2024-12-04",
"count": 2
},
{
"date": "2024-12-08",
"count": 1
},
{
"date": "2024-12-09",
"count": 1
},
{
"date": "2024-12-10",
"count": 1
},
{
"date": "2024-12-11",
"count": 1
},
{
"date": "2024-12-13",
"count": 3
},
{
"date": "2024-12-14",
"count": 2
},
{
"date": "2024-12-15",
"count": 1
},
{
"date": "2024-12-16",
"count": 1
},
{
"date": "2024-12-17",
"count": 1
},
{
"date": "2024-12-18",
"count": 1
},
{
"date": "2024-12-23",
"count": 2
},
{
"date": "2024-12-26",
"count": 2
},
{
"date": "2025-01-02",
"count": 1
},
{
"date": "2025-01-08",
"count": 1
},
{
"date": "2025-01-09",
"count": 1
},
{
"date": "2025-01-13",
"count": 1
},
{
"date": "2025-01-16",
"count": 1
},
{
"date": "2025-01-17",
"count": 1
},
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-01-27",
"count": 1
},
{
"date": "2025-01-28",
"count": 1
},
{
"date": "2025-01-30",
"count": 1
},
{
"date": "2025-01-31",
"count": 2
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-04",
"count": 3
},
{
"date": "2025-02-05",
"count": 1
},
{
"date": "2025-02-10",
"count": 2
},
{
"date": "2025-02-13",
"count": 1
},
{
"date": "2025-02-14",
"count": 1
},
{
"date": "2025-02-18",
"count": 2
},
{
"date": "2025-02-19",
"count": 2
},
{
"date": "2025-02-24",
"count": 1
},
{
"date": "2025-02-27",
"count": 1
},
{
"date": "2025-02-28",
"count": 1
},
{
"date": "2025-03-03",
"count": 1
},
{
"date": "2025-03-04",
"count": 1
},
{
"date": "2025-03-11",
"count": 2
},
{
"date": "2025-03-12",
"count": 2
},
{
"date": "2025-03-13",
"count": 1
},
{
"date": "2025-03-14",
"count": 1
},
{
"date": "2025-03-15",
"count": 1
},
{
"date": "2025-03-16",
"count": 1
},
{
"date": "2025-03-17",
"count": 2
},
{
"date": "2025-03-18",
"count": 2
},
{
"date": "2025-03-19",
"count": 1
},
{
"date": "2025-03-20",
"count": 1
},
{
"date": "2025-03-25",
"count": 1
},
{
"date": "2025-04-01",
"count": 1
},
{
"date": "2025-04-02",
"count": 1
},
{
"date": "2025-04-04",
"count": 2
},
{
"date": "2025-04-05",
"count": 1
},
{
"date": "2025-04-06",
"count": 1
},
{
"date": "2025-04-08",
"count": 5
},
{
"date": "2025-04-10",
"count": 1
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-16",
"count": 2
},
{
"date": "2025-04-17",
"count": 2
},
{
"date": "2025-04-18",
"count": 1
},
{
"date": "2025-04-22",
"count": 1
},
{
"date": "2025-04-24",
"count": 1
},
{
"date": "2025-04-29",
"count": 3
},
{
"date": "2025-04-30",
"count": 2
},
{
"date": "2025-05-01",
"count": 1
},
{
"date": "2025-05-02",
"count": 1
},
{
"date": "2025-05-04",
"count": 1
},
{
"date": "2025-05-06",
"count": 1
},
{
"date": "2025-05-11",
"count": 1
},
{
"date": "2025-05-12",
"count": 2
},
{
"date": "2025-05-14",
"count": 4
},
{
"date": "2025-05-15",
"count": 2
},
{
"date": "2025-05-17",
"count": 1
},
{
"date": "2025-05-18",
"count": 2
},
{
"date": "2025-05-19",
"count": 1
},
{
"date": "2025-05-20",
"count": 2
},
{
"date": "2025-05-22",
"count": 2
},
{
"date": "2025-05-27",
"count": 2
},
{
"date": "2025-05-31",
"count": 1
},
{
"date": "2025-06-03",
"count": 2
},
{
"date": "2025-06-04",
"count": 1
},
{
"date": "2025-06-05",
"count": 2
},
{
"date": "2025-06-06",
"count": 1
},
{
"date": "2025-06-07",
"count": 1
},
{
"date": "2025-06-08",
"count": 1
},
{
"date": "2025-06-09",
"count": 2
},
{
"date": "2025-06-15",
"count": 1
},
{
"date": "2025-06-16",
"count": 1
},
{
"date": "2025-06-17",
"count": 1
},
{
"date": "2025-06-18",
"count": 1
},
{
"date": "2025-06-21",
"count": 1
},
{
"date": "2025-06-22",
"count": 1
},
{
"date": "2025-06-25",
"count": 1
},
{
"date": "2025-06-26",
"count": 1
},
{
"date": "2025-06-27",
"count": 1
},
{
"date": "2025-06-30",
"count": 1
},
{
"date": "2025-07-02",
"count": 1
},
{
"date": "2025-07-03",
"count": 1
},
{
"date": "2025-07-04",
"count": 4
},
{
"date": "2025-07-06",
"count": 1
},
{
"date": "2025-07-14",
"count": 2
},
{
"date": "2025-07-15",
"count": 1
},
{
"date": "2025-07-17",
"count": 2
},
{
"date": "2025-07-21",
"count": 2
},
{
"date": "2025-07-22",
"count": 4
},
{
"date": "2025-07-23",
"count": 2
},
{
"date": "2025-07-24",
"count": 3
},
{
"date": "2025-08-03",
"count": 1
},
{
"date": "2025-08-05",
"count": 1
},
{
"date": "2025-08-06",
"count": 2
},
{
"date": "2025-08-07",
"count": 2
},
{
"date": "2025-08-09",
"count": 1
},
{
"date": "2025-08-14",
"count": 2
},
{
"date": "2025-08-20",
"count": 1
},
{
"date": "2025-08-25",
"count": 1
},
{
"date": "2025-08-27",
"count": 1
},
{
"date": "2025-09-02",
"count": 1
},
{
"date": "2025-09-03",
"count": 3
},
{
"date": "2025-09-04",
"count": 1
},
{
"date": "2025-09-05",
"count": 1
},
{
"date": "2025-09-08",
"count": 1
},
{
"date": "2025-09-09",
"count": 2
},
{
"date": "2025-09-10",
"count": 1
},
{
"date": "2025-09-13",
"count": 1
},
{
"date": "2025-09-19",
"count": 1
},
{
"date": "2025-09-23",
"count": 2
},
{
"date": "2025-09-25",
"count": 1
},
{
"date": "2025-09-29",
"count": 2
},
{
"date": "2025-10-01",
"count": 1
},
{
"date": "2025-10-05",
"count": 1
},
{
"date": "2025-10-08",
"count": 1
},
{
"date": "2025-10-10",
"count": 2
},
{
"date": "2025-10-11",
"count": 1
},
{
"date": "2025-10-12",
"count": 3
},
{
"date": "2025-10-14",
"count": 1
},
{
"date": "2025-10-16",
"count": 1
},
{
"date": "2025-10-17",
"count": 2
},
{
"date": "2025-10-19",
"count": 1
},
{
"date": "2025-10-20",
"count": 1
},
{
"date": "2025-10-21",
"count": 1
},
{
"date": "2025-10-22",
"count": 2
},
{
"date": "2025-10-23",
"count": 2
},
{
"date": "2025-10-24",
"count": 3
},
{
"date": "2025-10-26",
"count": 1
},
{
"date": "2025-10-29",
"count": 1
},
{
"date": "2025-11-02",
"count": 1
},
{
"date": "2025-11-03",
"count": 2
},
{
"date": "2025-11-04",
"count": 2
},
{
"date": "2025-11-05",
"count": 2
},
{
"date": "2025-11-07",
"count": 2
},
{
"date": "2025-11-09",
"count": 2
},
{
"date": "2025-11-10",
"count": 2
},
{
"date": "2025-11-11",
"count": 2
},
{
"date": "2025-11-12",
"count": 1
},
{
"date": "2025-11-16",
"count": 1
},
{
"date": "2025-11-18",
"count": 2
},
{
"date": "2025-11-22",
"count": 1
},
{
"date": "2025-11-24",
"count": 1
},
{
"date": "2025-11-27",
"count": 2
},
{
"date": "2025-11-30",
"count": 1
},
{
"date": "2025-12-01",
"count": 2
},
{
"date": "2025-12-02",
"count": 1
},
{
"date": "2025-12-04",
"count": 2
},
{
"date": "2025-12-05",
"count": 1
},
{
"date": "2025-12-06",
"count": 1
},
{
"date": "2025-12-07",
"count": 1
},
{
"date": "2025-12-08",
"count": 1
},
{
"date": "2025-12-09",
"count": 3
},
{
"date": "2025-12-10",
"count": 1
},
{
"date": "2025-12-12",
"count": 1
},
{
"date": "2025-12-15",
"count": 1
},
{
"date": "2025-12-18",
"count": 2
},
{
"date": "2025-12-23",
"count": 2
},
{
"date": "2025-12-26",
"count": 1
},
{
"date": "2025-12-27",
"count": 1
},
{
"date": "2025-12-30",
"count": 2
},
{
"date": "2025-12-31",
"count": 1
},
{
"date": "2026-01-01",
"count": 1
},
{
"date": "2026-01-02",
"count": 1
},
{
"date": "2026-01-06",
"count": 1
},
{
"date": "2026-01-08",
"count": 2
},
{
"date": "2026-01-09",
"count": 2
},
{
"date": "2026-01-10",
"count": 1
},
{
"date": "2026-01-11",
"count": 1
},
{
"date": "2026-01-12",
"count": 1
},
{
"date": "2026-01-13",
"count": 2
},
{
"date": "2026-01-14",
"count": 2
},
{
"date": "2026-01-16",
"count": 2
},
{
"date": "2026-01-21",
"count": 1
},
{
"date": "2026-01-26",
"count": 1
},
{
"date": "2026-01-27",
"count": 1
},
{
"date": "2026-01-30",
"count": 1
},
{
"date": "2026-02-01",
"count": 1
},
{
"date": "2026-02-02",
"count": 1
},
{
"date": "2026-02-03",
"count": 1
},
{
"date": "2026-02-05",
"count": 1
},
{
"date": "2026-02-06",
"count": 1
},
{
"date": "2026-02-07",
"count": 1
},
{
"date": "2026-02-09",
"count": 2
},
{
"date": "2026-02-12",
"count": 1
},
{
"date": "2026-02-13",
"count": 2
},
{
"date": "2026-02-15",
"count": 1
},
{
"date": "2026-02-20",
"count": 1
},
{
"date": "2026-02-24",
"count": 1
},
{
"date": "2026-02-25",
"count": 1
},
{
"date": "2026-02-27",
"count": 1
},
{
"date": "2026-03-02",
"count": 2
},
{
"date": "2026-03-03",
"count": 1
},
{
"date": "2026-03-06",
"count": 2
},
{
"date": "2026-03-08",
"count": 1
},
{
"date": "2026-03-09",
"count": 1
},
{
"date": "2026-03-13",
"count": 2
},
{
"date": "2026-03-16",
"count": 1
},
{
"date": "2026-03-17",
"count": 1
},
{
"date": "2026-03-18",
"count": 1
},
{
"date": "2026-03-20",
"count": 2
},
{
"date": "2026-03-21",
"count": 1
},
{
"date": "2026-03-27",
"count": 1
},
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-03-31",
"count": 1
},
{
"date": "2026-04-01",
"count": 1
},
{
"date": "2026-04-02",
"count": 1
},
{
"date": "2026-04-03",
"count": 1
},
{
"date": "2026-04-05",
"count": 1
},
{
"date": "2026-04-06",
"count": 2
},
{
"date": "2026-04-07",
"count": 3
},
{
"date": "2026-04-08",
"count": 1
},
{
"date": "2026-04-12",
"count": 1
},
{
"date": "2026-04-13",
"count": 1
},
{
"date": "2026-04-15",
"count": 1
},
{
"date": "2026-04-16",
"count": 1
},
{
"date": "2026-04-20",
"count": 1
},
{
"date": "2026-04-21",
"count": 1
},
{
"date": "2026-04-26",
"count": 1
},
{
"date": "2026-04-30",
"count": 1
},
{
"date": "2026-05-02",
"count": 1
},
{
"date": "2026-05-03",
"count": 1
},
{
"date": "2026-05-05",
"count": 1
},
{
"date": "2026-05-08",
"count": 2
},
{
"date": "2026-05-14",
"count": 1
},
{
"date": "2026-05-16",
"count": 1
},
{
"date": "2026-05-20",
"count": 2
},
{
"date": "2026-05-22",
"count": 2
},
{
"date": "2026-05-24",
"count": 1
},
{
"date": "2026-05-26",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-10",
"count": 1
},
{
"date": "2026-06-11",
"count": 1
},
{
"date": "2026-06-12",
"count": 1
},
{
"date": "2026-06-13",
"count": 1
},
{
"date": "2026-06-20",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
},
{
"date": "2026-06-26",
"count": 1
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-08",
"count": 2
},
{
"date": "2026-07-09",
"count": 1
},
{
"date": "2026-07-10",
"count": 1
},
{
"date": "2026-07-12",
"count": 1
},
{
"date": "2026-07-13",
"count": 2
},
{
"date": "2026-07-15",
"count": 2
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-19",
"count": 1
},
{
"date": "2026-07-21",
"count": 1
}
],
"complete": false,
"collected": 1000,
"total_stars": 1554
},
"open_issues_and_prs": 225
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"docsrc/Makefile",
"noxfile.py"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 315737,
"source_files_sampled": 627,
"oversized_source_files": 54,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"requirements/requirements-dev.txt",
"requirements/requirements-diffusion.txt",
"requirements/requirements-docs.txt",
"requirements/requirements-export.txt",
"requirements/requirements-finn-integration.txt",
"requirements/requirements-hadamard.txt",
"requirements/requirements-lighteval.txt",
"requirements/requirements-llm.txt",
"requirements/requirements-notebook.txt",
"requirements/requirements-nox.txt",
"requirements/requirements-numpy.txt",
"requirements/requirements-ort-integration.txt",
"requirements/requirements-setup.txt",
"requirements/requirements-stt.txt",
"requirements/requirements-test.txt",
"requirements/requirements-tts.txt",
"requirements/requirements-vision.txt",
"requirements/requirements.txt",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "transformers",
"direct": false,
"version": "4.45.2",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.6,
"advisory_ids": [
"GHSA-29pf-2h5f-8g72",
"GHSA-37mw-44qp-f5jm",
"GHSA-4w7r-h757-3r74",
"GHSA-59p9-h35m-wg4g",
"GHSA-69w3-r845-3855",
"GHSA-6rvg-6v2m-4j46",
"GHSA-9356-575x-2w9m",
"GHSA-fgcw-684q-jj6r",
"GHSA-fpwr-67px-3qhx",
"GHSA-hxxf-235m-72v3"
],
"fixed_version": "5.5.0",
"advisory_count": 42,
"oldest_advisory_days": 606
},
{
"name": "diffusers",
"direct": false,
"version": "0.30.3",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 8.8,
"advisory_ids": [
"GHSA-7wx4-6vff-v64p",
"GHSA-98h9-4798-4q5v",
"PYSEC-2026-2446",
"PYSEC-2026-40",
"PYSEC-2026-41"
],
"fixed_version": "0.38.0",
"advisory_count": 5,
"oldest_advisory_days": 76
},
{
"name": "lxml",
"direct": false,
"version": "4.9.3",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-vfmq-68hx-4jfw",
"PYSEC-2026-87"
],
"fixed_version": "6.1.0",
"advisory_count": 2,
"oldest_advisory_days": 91
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"high": 2,
"critical": 1
},
"advisory_count": 49,
"affected_count": 3,
"assessed_count": 23,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 48,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "accelerate",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "accelerate",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "bitstring",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "dependencies",
"direct": false,
"version": "2.0.1",
"ecosystem": "pypi"
},
{
"name": "diffusers",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "diffusers",
"direct": false,
"version": "0.30.3",
"ecosystem": "pypi"
},
{
"name": "gguf",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "hypothesis",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "inflect",
"direct": false,
"version": "5.6.2",
"ecosystem": "pypi"
},
{
"name": "jupyter",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "librosa",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "lighteval",
"direct": false,
"version": "0.13",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": false,
"version": "4.9.3",
"ecosystem": "pypi"
},
{
"name": "m2r2",
"direct": false,
"version": "0.3.3.post2",
"ecosystem": "pypi"
},
{
"name": "mock",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nbmake",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nbsphinx",
"direct": false,
"version": "0.9.3",
"ecosystem": "pypi"
},
{
"name": "nbsphinx-link",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "nox",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numba",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numexpr",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "onnx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "onnxoptimizer",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "onnxscript",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "open-clip-torch",
"direct": false,
"version": "2.26.1",
"ecosystem": "pypi"
},
{
"name": "opencv-python",
"direct": false,
"version": "4.10.0.84",
"ecosystem": "pypi"
},
{
"name": "optimum",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.2.2",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pycocotools",
"direct": false,
"version": "2.0.7",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pydata-sphinx-theme",
"direct": false,
"version": "0.15.3",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-cases",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-mock",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-xdist",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "qonnx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.10.1",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools-scm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "soundfile",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sox",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "5.3.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-autodoc-typehints",
"direct": false,
"version": "1.21.8",
"ecosystem": "pypi"
},
{
"name": "sphinx-gallery",
"direct": false,
"version": "0.10.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-napoleon",
"direct": false,
"version": "0.7",
"ecosystem": "pypi"
},
{
"name": "sphinxemoji",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "toposort",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torch",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torch-stft",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torchmetrics",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torchmetrics",
"direct": false,
"version": "1.4.3",
"ecosystem": "pypi"
},
{
"name": "torchvision",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": "4.45.2",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "unfoldnd",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "unidecode",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 71,
"direct_count": 0,
"indirect_count": 71
}
},
"maintainership": {
"issues": {
"open_prs": 47,
"merged_prs": 803,
"open_issues": 178,
"closed_ratio": 0.667,
"closed_issues": 357,
"closed_unmerged_prs": 124
},
"bus_factor": 2,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "volcacius",
"commits": 703,
"avatar_url": "https://avatars.githubusercontent.com/u/1934033?v=4"
},
{
"type": "User",
"login": "Giuseppe5",
"commits": 509,
"avatar_url": "https://avatars.githubusercontent.com/u/18719316?v=4"
},
{
"type": "User",
"login": "nickfraser",
"commits": 102,
"avatar_url": "https://avatars.githubusercontent.com/u/2337578?v=4"
},
{
"type": "User",
"login": "i-colbert",
"commits": 76,
"avatar_url": "https://avatars.githubusercontent.com/u/88047104?v=4"
},
{
"type": "User",
"login": "pablomlago",
"commits": 40,
"avatar_url": "https://avatars.githubusercontent.com/u/44771380?v=4"
},
{
"type": "User",
"login": "fabianandresgrob",
"commits": 17,
"avatar_url": "https://avatars.githubusercontent.com/u/34524155?v=4"
},
{
"type": "User",
"login": "costigt-dev",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/156176839?v=4"
},
{
"type": "User",
"login": "JP-Amboage",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/44364345?v=4"
},
{
"type": "User",
"login": "OscarSavolainen",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/119876479?v=4"
},
{
"type": "User",
"login": "andrei-stoian-zama",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/95410270?v=4"
}
],
"contributors_sampled": 26,
"top_contributor_share": 0.471
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"develop_install.yml",
"end_to_end.yml",
"examples_diffusion_pytest.yml",
"examples_llm_pytest.yml",
"examples_pytest.yml",
"examples_vision_pytest.yml",
"finn_integration.yml",
"notebook.yml",
"ort_integration.yml",
"periodic_develop_install.yml",
"periodic_end_to_end.yml",
"periodic_notebook.yml",
"periodic_ort_integration.yml",
"periodic_pytest.yml",
"pre_commit.yml",
"pytest.yml",
"rebase.yml",
"reduced_develop_install.yml",
"reduced_end_to_end.yml",
"reduced_examples_diffusion_pytest.yml",
"reduced_examples_llm_pytest.yml",
"reduced_examples_pytest.yml",
"reduced_examples_vision_pytest.yml",
"reduced_finn_integration.yml",
"reduced_notebook.yml",
"reduced_ort_integration.yml",
"reduced_pytest.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": null,
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-21T13:54:21Z",
"oldest_open_prs": [
{
"number": 804,
"created_at": "2024-01-23T05:47:47Z",
"last_comment_at": "2024-02-12T15:48:08Z",
"last_comment_author": "Giuseppe5"
},
{
"number": 895,
"created_at": "2024-03-06T11:43:37Z",
"last_comment_at": "2024-03-08T12:04:03Z",
"last_comment_author": "costigt-dev"
},
{
"number": 961,
"created_at": "2024-05-27T15:41:46Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1001,
"created_at": "2024-08-19T11:23:53Z",
"last_comment_at": "2024-12-09T07:16:32Z",
"last_comment_author": "Giuseppe5"
},
{
"number": 1078,
"created_at": "2024-10-28T15:33:54Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1093,
"created_at": "2024-11-15T10:45:55Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1140,
"created_at": "2024-12-27T00:45:19Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1141,
"created_at": "2024-12-30T12:35:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1142,
"created_at": "2024-12-30T17:42:04Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1202,
"created_at": "2025-02-22T05:02:28Z",
"last_comment_at": "2025-04-24T11:45:12Z",
"last_comment_author": "Giuseppe5"
},
{
"number": 1209,
"created_at": "2025-03-04T16:38:44Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1212,
"created_at": "2025-03-06T15:05:37Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1220,
"created_at": "2025-03-11T17:22:26Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1283,
"created_at": "2025-05-08T23:03:40Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1292,
"created_at": "2025-05-20T14:58:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1321,
"created_at": "2025-06-20T14:55:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1337,
"created_at": "2025-07-14T15:26:10Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1345,
"created_at": "2025-08-01T15:06:58Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1354,
"created_at": "2025-08-15T15:47:56Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 1362,
"created_at": "2025-08-26T14:53:34Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-21T13:50:45Z",
"ci_last_conclusion": "FAILURE",
"oldest_open_issues": [
{
"number": 18,
"created_at": "2020-01-06T18:04:50Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 39,
"created_at": "2020-02-12T12:31:12Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 82,
"created_at": "2020-04-03T13:08:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 83,
"created_at": "2020-04-03T13:27:54Z",
"last_comment_at": "2020-04-30T10:57:37Z",
"last_comment_author": "Giuseppe5"
},
{
"number": 87,
"created_at": "2020-04-03T13:50:25Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 92,
"created_at": "2020-04-03T16:42:41Z",
"last_comment_at": "2020-04-11T17:13:30Z",
"last_comment_author": "volcacius"
},
{
"number": 96,
"created_at": "2020-04-04T15:09:58Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 97,
"created_at": "2020-04-04T15:12:29Z",
"last_comment_at": "2020-04-05T18:59:39Z",
"last_comment_author": "volcacius"
},
{
"number": 103,
"created_at": "2020-04-07T10:14:22Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 109,
"created_at": "2020-04-10T10:21:23Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 110,
"created_at": "2020-04-10T11:11:20Z",
"last_comment_at": "2022-03-14T20:23:59Z",
"last_comment_author": "aktech"
},
{
"number": 111,
"created_at": "2020-04-10T12:19:54Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 115,
"created_at": "2020-04-14T11:10:26Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 120,
"created_at": "2020-04-22T17:21:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 124,
"created_at": "2020-04-26T08:22:09Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 129,
"created_at": "2020-04-30T11:04:32Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 132,
"created_at": "2020-04-30T12:54:15Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 134,
"created_at": "2020-04-30T17:36:49Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 173,
"created_at": "2020-06-17T10:52:06Z",
"last_comment_at": "2020-07-17T10:52:19Z",
"last_comment_author": "maltanar"
},
{
"number": 215,
"created_at": "2020-10-10T21:28:07Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/Xilinx/brevitas",
"host": "github.com",
"name": "brevitas",
"owner": "Xilinx"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"security": 21,
"vitality": 93,
"community": 76,
"governance": 76,
"engineering": 95
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 93,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"commits_last_year": 143,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 44
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "44/52 weeks with commits",
"points": 30.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 44
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "143 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 143
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"releases_count": 38,
"latest_release_tag": "v0.13.0",
"releases_from_tags": false,
"days_since_latest_release": 7,
"mean_days_between_releases": 105.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "38 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 38
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 7 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 7
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~105.4 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 105.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "OpenSSF Scorecard unavailable",
"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": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 76,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"forks": 246,
"stars": 1554,
"watchers": 30,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,554 stars",
"points": 51.8,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1554
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "246 forks",
"points": 19.9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 246
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "30 watchers",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 30
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 71,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"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,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"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": 0,
"status": "missed",
"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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 76,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 26,
"top_contributor_share": 0.471
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 47% of commits",
"points": 11.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 47
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "26 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 26
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"merged_prs": 803,
"open_issues": 178,
"closed_issues": 357,
"issue_closed_ratio": 0.667,
"closed_unmerged_prs": 124
},
"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": "803/927 decided PRs merged",
"points": 33.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 803,
"decided": 927
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"followers": 3063,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "Xilinx",
"public_repos": 465,
"account_age_days": 4946
},
"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": "3,063 followers of Xilinx",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 3063,
"login": "Xilinx"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "465 public repos, account ~13 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 465
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"brevitas"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 7
},
"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 7 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 7
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "20 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 20
}
}
],
"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": 95,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 92,
"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": "27 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 27
}
}
],
"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": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"quantization",
"pytorch",
"brevitas",
"fpga",
"neural-networks",
"hardware-acceleration",
"xilinx",
"deep-learning",
"ptq",
"qat"
],
"has_wiki": true,
"homepage": "https://xilinx.github.io/brevitas/",
"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://xilinx.github.io/brevitas/",
"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": "10 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 10
}
}
],
"max_points": 10
},
{
"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": "critical",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dependency_lockfiles"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"source": "file_signals",
"lockfiles": [],
"manifests": [
"requirements/requirements-dev.txt",
"requirements/requirements-diffusion.txt",
"requirements/requirements-docs.txt",
"requirements/requirements-export.txt",
"requirements/requirements-finn-integration.txt",
"requirements/requirements-hadamard.txt",
"requirements/requirements-lighteval.txt",
"requirements/requirements-llm.txt",
"requirements/requirements-notebook.txt",
"requirements/requirements-nox.txt",
"requirements/requirements-numpy.txt",
"requirements/requirements-ort-integration.txt",
"requirements/requirements-setup.txt",
"requirements/requirements-stt.txt",
"requirements/requirements-test.txt",
"requirements/requirements-tts.txt",
"requirements/requirements-vision.txt",
"requirements/requirements.txt",
"setup.cfg",
"setup.py"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 23 resolved dependencies against OSV; 48 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 23
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 48
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 49,
"affected_packages": 3,
"assessed_packages": 23,
"unassessed_packages": 48,
"affected_by_severity": "critical 1, high 2",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 23,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.82,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "82 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 82,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docsrc/Makefile",
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docsrc/Makefile, noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docsrc/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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 315737,
"source_files_sampled": 627,
"oversized_source_files": 54
},
"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": "54/627 source files over 60KB",
"points": 50.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 627,
"oversized": 54
}
}
],
"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": [
"deps.dev does not index pypi:brevitas@0.13.0; advisories assessed against the repository dependency graph instead",
"OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-22T07:57:45.051493Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/Xilinx/brevitas.svg",
"full_name": "Xilinx/brevitas",
"license_state": "custom",
"license_spdx": null
}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 v0.26.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.