Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 12:38 UTC

opendatahub-io / notebooks

Notebook images for ODH

Python · ShellApache-2.0★ 35 stars⑂ 155 forkssince Sep 2022View on GitHub ↗
KindCommand-line toolNetwork servicehow this is determined
#kubeflow#odh#gpu#jupyter#kubernetes#nvidia

opendatahub-io/notebooks holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (100/100) and lowest on Security (51/100). It was last updated today. 2 contributors account for most of its recent work.

91
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

91
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

Open Data HubOrganization
475 followers229 public repossince Nov 2019

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 2,040 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,040
human_commit_share0.61
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 55 releases published
36/36Release recency — latest release 22 days ago
27/27Release cadence — a release every ~28.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count55
latest_release_tagv1.48.0
releases_from_tagsno
days_since_latest_release22
mean_days_between_releases28.2
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

62Moderate · 17% of overall

Popularity & adoption

48Weak
How it's scored
24.8/60Stars — 35 stars
18.2/25Forks — 155 forks
4.7/15Watchers — 8 watchers
Inputs used
forks155
stars35
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

73Good · 23% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15/22.5Commit distribution — top contributor authored 34% of commits
13.5/13.5Contributor breadth — 71 contributors
10/10OpenSSF Scorecard: Contributors — project has 37 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled71
top_contributor_share0.335

Issue & PR responsiveness

82Excellent
How it's scored
41.5/42Issue resolution — 99% of issues closed
25/30PR acceptance — 2,966/3,557 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,966
open_issues11
closed_issues963
prs_merged_7d28
prs_decided_7d34
prs_merged_30d30
prs_decided_30d36
issue_closed_ratio0.989
closed_unmerged_prs591
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1

Ownership & stewardship

74Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.3/25Owner reach — 475 followers of opendatahub-io
25/25Track record — 229 public repos, account ~6 yr old
Inputs used
followers475
owner_typeOrganization
is_verifiedno
owner_loginopendatahub-io
public_repos229
account_age_days2,495

Engineering Quality

Are baseline engineering and documentation practices in place?

93Exceptional · 19% of overall

Engineering practices

98Exceptional
How it's scored
24/24CI workflows — 53 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 21 out of 22 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicskubeflow, odh, gpu, jupyter, kubernetes, nvidia
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

51Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 21 out of 22 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 37 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 107 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

34At Risk
How it's scored
2.6/35Direct dependencies free of known advisories — 15 affected: jupyterlab-git 0.51.4 (critical 9.0), mlflow 3.10.1+rhaiv.3 (critical 9.3), transformers 4.57.6 (critical 9.6), +12 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
23/40No advisories left outstanding — 4 advisory-carrying package(s) unaddressed past 90 days; oldest published 263 days ago
Inputs used
sourceosv
advisories472
affected_packages91
assessed_packages2,610
unassessed_packages58
affected_by_severitycritical 6, high 58, moderate 19, low 4, unknown 4
direct_affected_packages15
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 2610 resolved dependencies against OSV. 58 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.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

82Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — .github/AGENTS.md, AGENTS.md, CLAUDE.md, ci/agentic-reviewer/AGENTS.md, tests/browser/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.dagger.io/llms.txt)
40/40Legible commit history — 55 of 61 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.dagger.io/llms.txt
legible_history_share0.902
agent_instruction_files.github/AGENTS.md, AGENTS.md, CLAUDE.md, ci/agentic-reviewer/AGENTS.md, tests/browser/AGENTS.md
agent_instruction_max_bytes10,049

Verify loop (build / test / typecheck)

85Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, pyproject.toml ([tool.ruff])
11/11Static type checking — jupyter/utils/addons/tsconfig.json, tests/browser/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 15 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configsjupyter/utils/addons/tsconfig.json, tests/browser/tsconfig.json
agent_commit_share0.15
toolchain_manifestsscripts/buildinputs/go.mod
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (jupyter/utils/addons/tsconfig.json, tests/browser/tsconfig.json)
54.5/55Manageable file sizes — 2/203 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes84,198
source_files_sampled203
oversized_source_files2

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples, notebooks, recipes
Inputs used
example_dirsexamples, notebooks, recipes
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

35GitHub stars
71contributors
2,040commits, last 12 months
0days since last push
55releases
2bus factor
11open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'notebooks' from its registry
  • Could not fetch pypi package 'copr-rebuild' from its registry
  • Could not fetch pypi package 'odh-ci-agent' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-jupyterlab-deps' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-runtime-kale-deps' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-db-connectors-deps' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-llmcompressor-deps' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-runtime-elyra-deps' from its registry
  • Could not fetch pypi package 'odh-notebooks-meta-runtime-datascience-deps' from its registry

More detail

Star and fork history 0 ★ / 155 ⇿
0Stars
155Forks
55Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

02040608010012011642022-092024-082026-08
Major 1Minor 48Patch 5

Each point covers 4 days.

OpenSSF Scorecard 5.5 / 10
5.5aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 12:36 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests21 out of 22 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 37 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities107 existing vulnerabilities detected
Direct dependencies 109
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All dependencies 2,668

Full resolved dependency set from the GitHub dependency graph: 193 direct and 2,475 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIboto31.43.89direct
PyPIboto31.43.9direct
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PyPIipykernel7.3.0direct
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PyPInumpy2.4.6direct
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PyPIpydantic2.13.5direct
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PyPIpyzmq27.2.0direct
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PyPIrequests2.34.2direct
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PyPIripgrep15.0.0direct
PyPIripgrep15.1.0direct
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PyPIuv0.11.16direct
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PyPIuv0.12.5direct
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PyPIwheel0.48.0direct
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PyPIdatabricks-sdk0.109.0indirect
PyPIdatabricks-sdk0.135.0indirect
PyPIdataproperty1.1.1indirect
PyPIdecorator5.2.1indirect
PyPIdecorator5.3.1indirect
PyPIdeepdiff9.1.0indirect
PyPIdefusedxml0.7.1indirect
PyPIdeprecation2.1.0indirect
PyPIdill0.3.9indirect
PyPIdill0.4.1indirect
PyPIdistlib0.4.0indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.8.0indirect
PyPIdocker7.1.0indirect
PyPIdocker7.2.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIdocstring-to-markdown0.17indirect
PyPIdurationpy0.10indirect
PyPIdurationpy0.11indirect
PyPIemail-validator2.3.0indirect
PyPIentrypoints0.4indirect
PyPIevaluate0.4.6indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecuting2.2.1indirect
PyPIfastapi0.136.1indirect
PyPIfastapi0.141.1indirect
PyPIfastjsonschema2.21.2indirect
PyPIfastjsonschema2.22.2indirect
PyPIfastmcp3.4.6indirect
PyPIfastmcp-slim3.4.6indirect
PyPIfilelock3.29.0indirect
PyPIfilelock3.32.5indirect
PyPIflake87.1.2indirect
PyPIflask3.1.3indirect
PyPIflask-cors6.0.2indirect
PyPIflask-cors6.0.5indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.63.0indirect
PyPIfonttools4.64.0indirect
PyPIfqdn1.5.1indirect
PyPIfrozendict2.4.7indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2026.2.0indirect
PyPIfsspec2026.4.0indirect
PyPIfsspec2026.6.0indirect
PyPIfsspec2026.7.0indirect
PyPIgast0.7.0indirect
PyPIgitdb4.0.12indirect
PyPIgitpython3.1.50indirect
PyPIgitpython3.1.61indirect
PyPIgitpython3.1.62indirect
PyPIgoogle-api-core2.30.3indirect
PyPIgoogle-api-core2.36.0indirect
PyPIgoogle-auth2.53.0indirect
PyPIgoogle-auth2.56.3indirect
PyPIgoogle-auth2.57.1indirect
PyPIgoogle-auth2.58.0indirect
PyPIgoogle-cloud-core2.6.0indirect
PyPIgoogle-cloud-core2.7.0indirect
PyPIgoogle-cloud-storage3.10.1indirect
PyPIgoogle-cloud-storage3.13.1indirect
PyPIgoogle-cloud-storage3.14.1indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-genai2.17.0indirect
PyPIgoogle-pasta0.2.0indirect
PyPIgoogle-resumable-media2.10.2indirect
PyPIgoogle-resumable-media2.9.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgoogleapis-common-protos1.75.3indirect
PyPIgraphene3.4.3indirect
PyPIgraphql-core3.2.12indirect
PyPIgraphql-core3.2.8indirect
PyPIgraphql-relay3.2.0indirect
PyPIgreenlet3.5.0indirect
PyPIgreenlet3.5.5indirect
PyPIgriffelib2.1.0indirect
PyPIgrpcio1.80.0indirect
PyPIgrpcio1.83.1indirect
PyPIgunicorn25.3.0indirect
PyPIgunicorn26.2.0indirect
PyPIh110.16.0indirect
PyPIh5py3.14.0indirect
PyPIh5py3.16.0indirect
PyPIhf-xet1.5.0indirect
PyPIhf-xet1.6.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.12.0indirect
PyPIhttptools0.7.1indirect
PyPIhttptools0.8.0indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIhttpx22.12.0indirect
PyPIhuey2.6.0indirect
PyPIhuey3.4.0indirect
PyPIhuggingface-hub0.36.2indirect
PyPIhuggingface-hub1.15.0indirect
PyPIhuggingface-hub1.30.0indirect
PyPIhypothesis6.165.2indirect
PyPIhypothesis-crosshair0.0.30indirect
PyPIidna3.15indirect
PyPIidna3.16indirect
PyPIidna3.18indirect
PyPIidna3.19indirect
PyPIimportlib-metadata8.7.1indirect
PyPIimportlib-metadata9.0.0indirect
PyPIimportlib-metadata9.0.1indirect
PyPIiniconfig2.3.0indirect
PyPIinline-snapshot0.35.3indirect
PyPIinvoke3.0.3indirect
PyPIipdb0.13.13indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIipywidgets8.1.2indirect
PyPIipywidgets8.1.9indirect
PyPIisoduration20.11.0indirect
PyPIisort8.0.1indirect
PyPIisort9.0.1indirect
PyPIitsdangerous2.2.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.6.0indirect
PyPIjedi0.19.2indirect
PyPIjedi0.20.0indirect
PyPIjeepney0.9.0indirect
PyPIjiter0.14.0indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjoblib1.6.0indirect
PyPIjoserfc1.7.4indirect
PyPIjpype11.5.0indirect
PyPIjson50.14.0indirect
PyPIjson50.15.0indirect
PyPIjsonlines4.0.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-path0.5.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-builder1.2.3indirect
PyPIjupyter-console6.6.3indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-packaging0.12.3indirect
PyPIjupyterlab-git-core0.54.1indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIkeras3.14.1indirect
PyPIkeras3.15.1indirect
PyPIkeyring25.7.0indirect
PyPIkfp-kubernetes2.16.1indirect
PyPIkfp-kubernetes2.17.0indirect
PyPIkfp-pipeline-spec2.16.1indirect
PyPIkfp-pipeline-spec2.17.0indirect
PyPIkfp-server-api2.16.1indirect
PyPIkfp-server-api2.17.0indirect
PyPIkiwisolver1.5.0indirect
PyPIkiwisolver1.5.1indirect
PyPIkube-authkit0.4.0indirect
PyPIkubeflow-training—indirect
PyPIkubeflow-training1.9.3indirect
PyPIkubernetes30.1.0indirect
PyPIkubernetes35.0.0indirect
PyPIkubernetes36.0.3indirect
PyPIlark1.3.1indirect
PyPIlegacy-cgi2.6.4indirect
PyPIlibclang18.1.1indirect
PyPIlibrt0.11.0indirect
PyPIlibrt0.15.0indirect
PyPIlm-eval0.4.12indirect
PyPIlocket1.0.0indirect
PyPIlsprotocol2025.0.0indirect
PyPIlxml6.1.0indirect
PyPIlxml6.1.1indirect
PyPIlxml6.1.3indirect
PyPImako1.3.12indirect
PyPImako1.4.1indirect
PyPImarkdown3.10.2indirect
PyPImarkdown3.10.3indirect
PyPImarkdown-it-py4.2.0indirect
PyPImatplotlib-inline0.2.2indirect
PyPImbstrdecoder1.1.5indirect
PyPImccabe0.7.0indirect
PyPImcp1.29.0indirect
PyPImdurl0.1.2indirect
PyPImistune3.2.1indirect
PyPImistune3.3.4indirect
PyPIml-dtypes0.5.4indirect
PyPIml-dtypes0.6.0indirect
PyPImlflow-skinny3.10.1+rhaiv.3indirect
PyPImlflow-skinny3.16.0indirect
PyPImlflow-tracing3.10.1+rhaiv.3indirect
PyPImlflow-tracing3.16.0indirect
PyPImmh35.2.1indirect
PyPImmh35.3.0indirect
PyPImock5.2.0indirect
PyPImore-itertools11.0.2indirect
PyPImore-itertools11.1.0indirect
PyPImpmath1.3.0indirect
PyPImsgpack1.1.2indirect
PyPImsgpack1.2.2indirect
PyPImultidict6.7.1indirect
PyPImultidict6.8.0indirect
PyPImultiprocess0.70.16indirect
PyPImypy2.1.0indirect
PyPImypy2.3.1indirect
PyPImypy-extensions1.1.0indirect
PyPInamex0.1.0indirect
PyPInarwhals2.21.2indirect
PyPInarwhals2.25.0indirect
PyPInarwhals2.26.0indirect
PyPInest-asyncio1.6.0indirect
PyPInest-asyncio21.7.2indirect
PyPInetaddr1.3.0indirect
PyPInetworkx3.6.1indirect
PyPInltk3.10.3indirect
PyPInltk3.9.4indirect
PyPInodeenv1.10.0indirect
PyPInotebook-shim0.2.4indirect
PyPInotebooks3.4indirect
PyPIoauthlib3.3.1indirect
PyPIodh-ci-agent0.1.0indirect
PyPIodh-notebooks-meta-db-connectors-deps—indirect
PyPIodh-notebooks-meta-jupyterlab-datascience-deps—indirect
PyPIodh-notebooks-meta-jupyterlab-deps—indirect
PyPIodh-notebooks-meta-llmcompressor-deps—indirect
PyPIodh-notebooks-meta-runtime-datascience-deps—indirect
PyPIodh-notebooks-meta-runtime-elyra-deps—indirect
PyPIodh-notebooks-meta-runtime-kale-deps—indirect
PyPIonnx1.21.0indirect
PyPIonnx1.22.0indirect
PyPIonnx-ir0.2.1indirect
PyPIonnx-ir1.0.0indirect
PyPIonnxscript0.7.0indirect
PyPIonnxscript0.7.1indirect
PyPIopenai2.37.0indirect
PyPIopenai3.8.0indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopencensus-context0.1.3indirect
PyPIopenshift-client1.0.18indirect
PyPIopenshift-python-wrapper11.0.139indirect
PyPIopentelemetry-api1.41.1indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-prometheus0.62b1indirect
PyPIopentelemetry-exporter-prometheus0.65b0indirect
PyPIopentelemetry-proto1.41.1indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.41.1indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.62b1indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIopt-einsum3.4.0indirect
PyPIoptree0.19.1indirect
PyPIoptree0.20.0indirect
PyPIorderly-set5.5.0indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpandoc-rhai3.9.0.2+rhaiv.1indirect
PyPIpandocfilters1.5.1indirect
PyPIparamiko5.0.0indirect
PyPIparso0.8.7indirect
PyPIpartd1.4.2indirect
PyPIpathable0.6.0indirect
PyPIpathspec1.1.1indirect
PyPIpathvalidate3.3.1indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.2.0indirect
PyPIpillow12.3.0indirect
PyPIpip26.1.1indirect
PyPIpip26.2.1indirect
PyPIplatformdirs4.11.1indirect
PyPIplatformdirs4.11.7indirect
PyPIplatformdirs4.11.8indirect
PyPIplatformdirs4.9.6indirect
PyPIpluggy1.6.0indirect
PyPIpodman5.8.0indirect
PyPIportalocker3.2.0indirect
PyPIportalocker4.3.0indirect
PyPIprek0.4.12indirect
PyPIprettytable3.17.0indirect
PyPIprettytable3.18.0indirect
PyPIprogress1.6.1indirect
PyPIpropcache0.4.1indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.0indirect
PyPIproto-plus1.28.4indirect
PyPIprotobuf6.31.1indirect
PyPIprotobuf6.33.6indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil5.9.8indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy-cpuinfo9.0.0indirect
PyPIpy-key-value-aio0.4.5indirect
PyPIpy-spy0.4.2indirect
PyPIpyarrow23.0.1indirect
PyPIpyarrow25.0.1indirect
PyPIpyasn10.6.3indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycodestyle2.12.1indirect
PyPIpycodestyle2.14.0indirect
PyPIpycparser3.0indirect
PyPIpycryptodome3.23.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-settings2.14.1indirect
PyPIpydantic-settings2.15.0indirect
PyPIpydocstyle6.3.0indirect
PyPIpyfakefs6.2.0indirect
PyPIpyflakes3.2.0indirect
PyPIpyflakes3.4.0indirect
PyPIpygithub2.10.0indirect
PyPIpygithub2.9.1indirect
PyPIpygls2.1.1indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpyhelper-utils2.0.3indirect
PyPIpyjson52.0.1indirect
PyPIpyjwt2.12.1indirect
PyPIpyjwt2.13.0indirect
PyPIpylint4.0.5indirect
PyPIpylint4.0.8indirect
PyPIpynacl1.6.2indirect
PyPIpyparsing3.3.2indirect
PyPIpyperclip1.11.0indirect
PyPIpyright1.1.411indirect
PyPIpytablewriter1.2.1indirect
PyPIpytest9.1.1indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-instafail0.5.0indirect
PyPIpython-benedict0.34.1indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.3.1indirect
PyPIpython-discovery1.6.0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-dotenv1.2.3indirect
PyPIpython-fsutil0.17.0indirect
PyPIpython-json-logger4.1.0indirect
PyPIpython-json-logger4.2.0indirect
PyPIpython-lsp-jsonrpc1.1.2indirect
PyPIpython-lsp-server1.14.0indirect
PyPIpython-lsp-server1.15.0indirect
PyPIpython-multipart0.0.32indirect
PyPIpython-rrmngmnt0.2.3indirect
PyPIpython-simple-logger2.0.19indirect
PyPIpython-slugify8.0.4indirect
PyPIpytokens0.4.1indirect
PyPIpytoolconfig1.3.1indirect
PyPIpytz2026.2indirect
PyPIpytz2026.3.post1indirect
PyPIray2.54.1indirect
PyPIray2.55.1indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.5.9indirect
PyPIregex2026.9.3indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIretrying1.4.2indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrich14.3.4indirect
PyPIrich15.0.0indirect
PyPIrich-rst2.1.0indirect
PyPIrope1.14.0indirect
PyPIrouge-score0.1.2indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruamel-yaml0.19.1indirect
PyPIruff0.16.2indirect
PyPIs3transfer0.17.0indirect
PyPIs3transfer0.19.2indirect
PyPIsacrebleu2.6.0indirect
PyPIsafetensors0.7.0indirect
PyPIsafetensors0.8.0indirect
PyPIsecretstorage3.5.0indirect
PyPIsend2trash2.1.0indirect
PyPIshellingham1.5.4indirect
PyPIsimpervisor1.0.0indirect
PyPIsix1.17.0indirect
PyPIskops0.14.0indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.3indirect
PyPIsoupsieve2.9.2indirect
PyPIspeculators—indirect
PyPIspeculators0.5.0indirect
PyPIspeculators0.7.0.1indirect
PyPIsqlalchemy2.0.49indirect
PyPIsqlalchemy2.0.52indirect
PyPIsqlitedict2.1.0indirect
PyPIsqlparse0.5.5indirect
PyPIsqlparse0.6.0indirect
PyPIsse-starlette3.4.8indirect
PyPIstack-data0.6.3indirect
PyPIstarlette1.0.0indirect
PyPIstarlette1.0.1indirect
PyPIstarlette1.6.0indirect
PyPIstructlog26.1.0indirect
PyPIsympy1.14.0indirect
PyPItabledata1.3.5indirect
PyPItabulate0.10.0indirect
PyPItcolorpy0.1.7indirect
PyPItenacity8.5.0indirect
PyPItenacity9.1.4indirect
PyPItensorboard—indirect
PyPItensorboard2.20.0indirect
PyPItensorboard-data-server0.7.2indirect
PyPItensorflow2.21.0+redhatindirect
PyPItensorflow-rocm—indirect
PyPItensorflow-rocm2.20.0+redhatindirect
PyPItermcolor3.3.0indirect
PyPIterminado0.18.1indirect
PyPItestcontainers4.15.0indirect
PyPItext-unidecode1.3indirect
PyPIthreadpoolctl3.6.0indirect
PyPItimeout-sampler1.1.2indirect
PyPItinycss21.4.0indirect
PyPItinycss21.5.1indirect
PyPItokenizers0.22.2indirect
PyPItokenizers0.23.2indirect
PyPItoml0.10.2indirect
PyPItomlkit0.15.0indirect
PyPItomlkit0.15.1indirect
PyPItoolz1.1.0indirect
PyPItorch2.10.0indirect
PyPItorch2.11.0indirect
PyPItorch2.12.0indirect
PyPItorchaudio2.11.0indirect
PyPItorchvision0.25.0indirect
PyPItorchvision0.26.0indirect
PyPItorchvision0.27.0indirect
PyPItriton3.6.0indirect
PyPItriton3.7.0indirect
PyPItruststore0.10.4indirect
PyPItrustyai0.6.3indirect
PyPItrustyai0.6.4indirect
PyPItypeguard4.5.2indirect
PyPItypeguard4.6.0indirect
PyPItypepy1.3.5indirect
PyPItyper0.21.2indirect
PyPItyper0.25.1indirect
PyPItyper0.27.1indirect
PyPItyper0.27.2indirect
PyPItypeshed-client2.13.0indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.2indirect
PyPItzdata2026.3indirect
PyPIujson5.12.1indirect
PyPIujson6.0.0indirect
PyPIuncalled-for0.3.2indirect
PyPIuri-template1.3.0indirect
PyPIuv-build—indirect
PyPIuvicorn0.34.0indirect
PyPIuvicorn0.52.1indirect
PyPIuvicorn0.52.4indirect
PyPIuvicorn-worker0.3.0indirect
PyPIuvloop0.22.1indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.7.0indirect
PyPIwcwidth0.8.2indirect
PyPIwcwidth0.8.3indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebencodings0.6.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsocket-client1.9.2indirect
PyPIwebsockets16.0indirect
PyPIwebsockets16.1.1indirect
PyPIwebsockets17.1indirect
PyPIwerkzeug3.1.8indirect
PyPIwhatthepatch1.0.7indirect
PyPIwidgetsnbextension4.0.15indirect
PyPIwidgetsnbextension4.0.16indirect
PyPIword2number1.1indirect
PyPIwrapt2.1.2indirect
PyPIwrapt2.3.0indirect
PyPIwrapt2.4.0indirect
PyPIxmltodict1.0.4indirect
PyPIxxhash3.7.0indirect
PyPIxxhash4.0.1indirect
PyPIxyzservices2026.3.0indirect
PyPIxyzservices2026.9.1indirect
PyPIyapf0.43.0indirect
PyPIyarl1.23.0indirect
PyPIyarl1.24.5indirect
PyPIyaspin3.4.0indirect
PyPIyaspin3.5.0indirect
PyPIz3-solver5.0.0.0indirect
PyPIzipp3.23.1indirect
PyPIzipp4.1.0indirect
PyPIzstandard0.25.0indirect
Dependency advisories 91

This repository publishes no package the index resolves, so its own dependency graph was assessed — 2,610 packages, which also include development and test pins that never ship: 91 carry known advisories, of which 15 are direct. 58 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
jupyterlab-git0.51.4directcritical40.54.0
mlflow3.10.1+rhaiv.3directcritical183.15.0
transformers4.57.6directcritical95.10.0
gitpython3.1.50indirectcritical443.1.59
nltk3.9.4indirectcritical623.10.3
pillow12.2.0indirectcritical2612.3.0
accelerate1.12.0directhigh2—
accelerate1.13.0directhigh2—
accelerate1.14.0directhigh2—
jupyterlab4.5.7directhigh94.6.2
tornado6.5.5directhigh116.5.8
transformers5.8.1directhigh25.10.0
@koa/router14.0.0indirecthigh115.0.0
@xmldom/xmldom0.8.13indirecthigh100.9.12
aiohttp3.13.5indirecthigh283.14.3
baseline-browser-mapping2.10.27indirecthigh12.11.0
brace-expansion1.1.11indirecthigh55.0.9
brace-expansion1.1.13indirecthigh35.0.9
brace-expansion2.0.3indirecthigh35.0.9
brace-expansion2.1.0indirecthigh35.0.9
brace-expansion5.0.6indirecthigh35.0.9
braces2.3.2indirecthigh13.0.3
browserslist4.24.0indirecthigh24.28.7
browserslist4.28.1indirecthigh24.28.7
click8.1.8indirecthigh18.3.3
cryptography46.0.7indirecthigh750.0.0
decode-uri-component0.2.2indirecthigh10.5.0
electron39.8.8indirecthigh642.0.1
extract-zip2.0.1indirecthigh2—
fast-uri3.1.2indirecthigh64.1.3
form-data3.0.4indirecthigh14.0.6
form-data4.0.4indirecthigh14.0.6
google.golang.org/grpcv1.83.0indirecthigh31.85.0-dev.0.20260825072537-93e31b48545e
hono4.12.18indirecthigh194.13.5
image-size1.0.2indirecthigh2—
js-yaml3.14.2indirecthigh44.3.2
js-yaml4.1.1indirecthigh44.3.2
keras3.14.1indirecthigh143.15.0
linkify-it5.0.0indirecthigh25.0.2
mistune3.2.1indirecthigh203.3.0
msgpack1.1.2indirecthigh21.2.1
nanoid3.3.16indirecthigh15.1.6
nltk3.10.3indirecthigh1—
pip26.1.1indirecthigh426.2.0
pnpm11.10.0indirecthigh311.11.0
pnpm11.9.0indirecthigh311.11.0
postcss7.0.39indirecthigh58.5.23
protobuf6.31.1indirecthigh26.33.5
pyasn10.6.3indirecthigh60.6.4
pyjwt2.12.1indirecthigh92.13.0
ray2.54.1indirecthigh32.56.0
ray2.55.1indirecthigh22.56.0
soupsieve2.8.3indirecthigh42.8.4
sqlitedict2.1.0indirecthigh2—
sqlparse0.5.5indirecthigh100.6.0
starlette1.0.0indirecthigh101.3.1
starlette1.0.1indirecthigh81.3.1
svgo2.8.2indirecthigh34.1.0
tar7.5.19indirecthigh17.5.21
torch2.10.0indirecthigh22.13.0
uuid3.4.0indirecthigh113.0.1
uuid8.3.2indirecthigh113.0.1
uuid9.0.1indirecthigh113.0.1
ws7.5.10indirecthigh18.21.0
jupyter-server2.18.2directmoderate22.20.0
setuptools80.10.2directmoderate283.0.0
uv0.11.14directmoderate10.11.15
@anthropic-ai/sdk0.81.0indirectmoderate10.91.1
@anthropic-ai/sdk0.82.0indirectmoderate10.91.1
@babel/helpers7.25.7indirectmoderate18.0.0-alpha.17
@hono/node-server1.19.14indirectmoderate12.0.5
@humanfs/node0.16.7indirectmoderate10.16.8
bleach6.3.0indirectmoderate36.4.0
github.com/containerd/containerd/v2v2.3.3indirectmoderate12.3.5
markdown-it14.1.1indirectmoderate114.2.0
micromatch3.1.10indirectmoderate14.0.8
morgan1.10.1indirectmoderate21.12.0
onnx1.21.0indirectmoderate41.22.0
pydantic-settings2.14.1indirectmoderate12.14.2
qs6.15.1indirectmoderate36.16.0
torch2.11.0indirectmoderate12.13.0
torch2.12.0indirectmoderate12.13.0
ujson5.12.1indirectmoderate25.13.0
@babel/core7.25.7indirectlow18.0.0-rc.6
@babel/core7.29.0indirectlow18.0.0-rc.6
@tootallnate/once1.1.2indirectlow13.0.1
body-parser2.2.2indirectlow12.3.0
datasets4.6.0directunknown15.0.1
datasets4.8.5directunknown15.0.1
datasets5.0.0directunknown15.0.1
golang.org/x/cryptov0.54.0indirectunknown40.56.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.