Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 20:03 UTC

marimo-team / marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python · TypeScriptApache-2.0★ 22,801 stars⑂ 1,269 forkssince Aug 2023View on GitHub ↗
KindCommand-line toolLibraryPluginNetwork servicehow this is determined
#notebooks#python#data-science#machine-learning#artificial-intelligence#data-visualization#developer-tools#reactive#pipeline#web-app#dag#dataflow#sql

marimo-team/marimo holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (77/100). It was last updated today. 2 contributors account for most of its recent work.

98
overall / 100
Exceptional

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.

98
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 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

marimoOrganization
656 followers54 public repossince Jan 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPImarimo0.24.2-3905 days ago
npm@marimo-team/frontend0.24.224,0194,3195 days ago

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 — 2,536 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,536
human_commit_share0.91
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~9.4 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag0.24.2
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases9.4
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?

88Excellent · 17% of overall

Popularity & adoption

95Exceptional
How it's scored
60/60Stars — 22,801 stars
25/25Forks — 1,269 forks
10.2/15Watchers — 69 watchers
Inputs used
forks1,269
stars22,801
watchers69
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

73Good
How it's scored
58.4/80Monthly downloads — 24,019 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesmarimo, @marimo-team/frontend
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads24,019
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

77Good · 23% of overall

Maintainer resilience (bus factor)

61Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
12.7/22.5Commit distribution — top contributor authored 44% of commits
13.5/13.5Contributor breadth — 93 contributors
10/10OpenSSF Scorecard: Contributors — project has 45 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled93
top_contributor_share0.435

Issue & PR responsiveness

81Excellent
How it's scored
35/42Issue resolution — 83% of issues closed
26.9/30PR acceptance — 6,503/7,258 decided PRs merged
7.4/13Newcomer PR acceptance — 4/7 first-time contributors' PRs merged in 30d
12/15OpenSSF Scorecard: Code-Review — Found 23/27 approved changesets -- score normalized to 8
Inputs used
merged_prs6,503
open_issues519
closed_issues2,586
prs_merged_7d46
prs_decided_7d57
prs_merged_30d46
prs_decided_30d57
issue_closed_ratio0.833
closed_unmerged_prs755
first_time_authors_30d6
first_time_prs_merged_30d4
first_time_prs_decided_30d7

Ownership & stewardship

72Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20.3/25Owner reach — 656 followers of marimo-team
21.9/25Track record — 54 public repos, account ~4 yr old
Inputs used
followers656
owner_typeOrganization
is_verifiedno
owner_loginmarimo-team
public_repos54
account_age_days1,692

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 4,319 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmarimo, @marimo-team/frontend
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 27 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://marimo.io
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsnotebooks, python, data-science, machine-learning, artificial-intelligence, data-visualization, developer-tools, reactive, pipeline, web-app, dag, dataflow, sql
has_wikino
homepagehttps://marimo.io
docs_sitehttps://marimo.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

77Good · 16% of overall

Security posture

71Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 23/27 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 45 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
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 — 62 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.1
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages24
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:marimo@0.24.2 runtime dependency closure — what installing the published package pulls in — 24 packages. 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.

90Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, docs/_static/CLAUDE.md, docs/guides/editor_features/agents.md, frontend/AGENTS.md, marimo/AGENTS.md, packages/llm-info/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://marimo.io/llms.txt)
40/40Legible commit history — 91 of 91 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://marimo.io/llms.txt
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, docs/_static/CLAUDE.md, docs/guides/editor_features/agents.md, frontend/AGENTS.md, marimo/AGENTS.md, packages/llm-info/AGENTS.md
agent_instruction_max_bytes9,981

Verify loop (build / test / typecheck)

97Exceptional
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — frontend/e2e-tests/tsconfig.json, frontend/tsconfig.json, marimo/py.typed, packages/llm-info/tsconfig.json, packages/lsp/tsconfig.json, packages/openapi/tsconfig.json, packages/smart-cells/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
8/10Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 7 of the last 100 commits are automated dependency updates
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/e2e-tests/tsconfig.json, frontend/tsconfig.json, marimo/py.typed, packages/llm-info/tsconfig.json, packages/lsp/tsconfig.json, packages/openapi/tsconfig.json, packages/smart-cells/tsconfig.json, tsconfig.json
agent_commit_share0.04
toolchain_manifests—
dependency_bot_commit_share0.07

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (frontend/e2e-tests/tsconfig.json, frontend/tsconfig.json, marimo/py.typed, packages/llm-info/tsconfig.json, packages/lsp/tsconfig.json, packages/openapi/tsconfig.json, packages/smart-cells/tsconfig.json, tsconfig.json)
54.6/55Manageable file sizes — 30/3,864 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes216,852
source_files_sampled3,864
oversized_source_files30

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

22,801GitHub stars
93contributors
2,536commits, last 12 months
0days since last push
100releases
2bus factor
519open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 18 authors (cap 12)
  • pypi download statistics for 'marimo' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

More detail

Star and fork history 0 ★ / 1,269 ⇿
0Stars
1,269Forks
100Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

2004006008001,0001,2001,4001,269102024-122025-102026-09
Major 0Minor 13Patch 87

Each point covers 2 days.

OpenSSF Scorecard 7.1 / 10
7.1aggregate

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 · 2026-09-16 20:02 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 23/27 approved changesets -- score normalized to 8
10Contributorsproject has 45 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
8SASTSAST tool is not run on all commits -- score normalized to 8
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities62 existing vulnerabilities detected
Direct dependencies 159
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All dependencies 2,459

Full resolved dependency set from the GitHub dependency graph: 303 direct and 2,156 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmspace-separated-tokens2.0.2indirect
npmspawn-sync1.0.15indirect
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npmspdx-expression-parse3.0.1indirect
npmspdx-license-ids3.0.21indirect
npmsprintf-js1.0.3indirect
npmsshpk1.18.0indirect
npmstack-trace0.0.9indirect
npmstackback0.0.2indirect
npmstatic-eval2.1.1indirect
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npmstatuses2.0.2indirect
npmstd-env4.2.0indirect
npmstorybook10.5.10indirect
npmstorybook^10.5.10indirect
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npmstrictdom1.0.1indirect
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npmstring-width5.1.2indirect
npmstring-width7.2.0indirect
npmstring_decoder0.10.31indirect
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npmstringify-entities4.0.4indirect
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npmstrip-bom2.0.0indirect
npmstrip-bom3.0.0indirect
npmstrip-indent3.0.0indirect
npmstrip-indent4.0.0indirect
npmstrongly-connected-components1.0.1indirect
npmstyle-mod4.1.3indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmstylehacks7.0.11indirect
npmstylelint16.26.1indirect
npmstylelint^16.26.1indirect
npmstylelint-config-recommended14.0.1indirect
npmstylelint-config-standard36.0.1indirect
npmstylelint-config-standard^36.0.1indirect
npmstylis4.4.0indirect
npmsucrase3.35.0indirect
npmsupercluster7.1.5indirect
npmsupercluster8.0.1indirect
npmsupports-color10.0.0indirect
npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmsupports-hyperlinks3.2.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmsvg-arc-to-cubic-bezier3.2.0indirect
npmsvg-path-bounds1.0.2indirect
npmsvg-path-sdf1.1.3indirect
npmsvg-tags1.0.0indirect
npmsvgo4.1.0indirect
npmswr2.4.2indirect
npmsymbol-tree3.2.4indirect
npmsync-request2.2.0indirect
npmtable6.9.0indirect
npmtagged-tag1.0.0indirect
npmtailwindcss4.3.3indirect
npmtailwindcss^4.3.3indirect
npmtapable2.3.3indirect
npmterser5.44.1indirect
npmterser-webpack-plugin5.6.1indirect
npmthen-request2.2.0indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmthrottleit2.1.0indirect
npmthrough20.6.5indirect
npmthrough22.0.5indirect
npmtiny-invariant1.3.3indirect
npmtinybench2.9.0indirect
npmtinycolor21.6.0indirect
npmtinyexec0.3.2indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtinypool2.1.0indirect
npmtinyqueue2.0.3indirect
npmtinyqueue3.0.0indirect
npmtinyrainbow2.0.0indirect
npmtinyrainbow3.1.1indirect
npmtinyspy4.0.4indirect
npmtldts7.0.12indirect
npmtldts-core7.0.12indirect
npmto-float321.1.0indirect
npmto-px1.0.1indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtopojson1.6.27indirect
npmtopojson-client3.1.0indirect
npmtough-cookie2.5.0indirect
npmtough-cookie4.1.4indirect
npmtough-cookie6.0.2indirect
npmtr465.1.1indirect
npmtree-kill1.2.2indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-dedent2.3.0indirect
npmts-interface-checker0.1.13indirect
npmts-invariant0.10.3indirect
npmtsconfig-paths4.2.0indirect
npmtslib1.10.0indirect
npmtslib2.8.1indirect
npmtsup8.5.1indirect
npmtsup^8.5.1indirect
npmtunnel0.0.6indirect
npmtunnel-agent0.6.0indirect
npmturbo2.10.12indirect
npmtweetnacl0.14.5indirect
npmtype2.7.3indirect
npmtype-check0.3.2indirect
npmtype-fest4.41.0indirect
npmtype-fest5.9.0indirect
npmtype-is2.1.0indirect
npmtypedarray0.0.6indirect
npmtypedarray-pool1.2.0indirect
npmtypescript2.1.6indirect
npmtypescript5.9.3indirect
npmtypescript^5.9.3indirect
npmtypescript-json-schema0.9.2indirect
npmufo1.6.1indirect
npmundici5.29.0indirect
npmundici7.29.0indirect
npmundici-types6.21.0indirect
npmundici-types7.18.2indirect
npmunified11.0.5indirect
npmunist-util-find-after5.0.0indirect
npmunist-util-is6.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmuniversal-user-agent6.0.1indirect
npmuniversalify0.2.0indirect
npmunpipe1.0.0indirect
npmunplugin1.16.1indirect
npmunplugin2.3.11indirect
npmunquote1.1.1indirect
npmuntil-async3.0.2indirect
npmupdate-browserslist-db1.2.3indirect
npmupdate-diff1.1.0indirect
npmuri-js4.4.1indirect
npmuri-js-replace1.0.1indirect
npmurl-parse1.5.10indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmuse-sync-external-store1.6.0indirect
npmutil-deprecate1.0.2indirect
npmuuid14.0.1indirect
npmuuid3.4.0indirect
npmvalidate-npm-package-license3.0.4indirect
npmvary1.1.2indirect
npmvega6.2.0indirect
npmvega-canvas2.0.0indirect
npmvega-crossfilter5.1.2indirect
npmvega-dataflow6.1.3indirect
npmvega-embed7.1.0indirect
npmvega-encode5.1.0indirect
npmvega-event-selector2.0.6indirect
npmvega-event-selector4.0.0indirect
npmvega-expression2.6.6indirect
npmvega-expression6.1.0indirect
npmvega-expression6.2.2indirect
npmvega-force5.1.2indirect
npmvega-format2.1.3indirect
npmvega-functions6.1.3indirect
npmvega-functions6.2.0indirect
npmvega-geo5.1.2indirect
npmvega-hierarchy5.1.2indirect
npmvega-interpreter2.3.1indirect
npmvega-label2.1.2indirect
npmvega-projection2.1.2indirect
npmvega-regression2.1.2indirect
npmvega-runtime7.1.2indirect
npmvega-scale8.1.3indirect
npmvega-scenegraph5.1.0indirect
npmvega-scenegraph5.3.0indirect
npmvega-schema-url-parser3.0.2indirect
npmvega-selections6.1.5indirect
npmvega-statistics2.0.0indirect
npmvega-themes3.0.0indirect
npmvega-time3.1.0indirect
npmvega-time3.3.0indirect
npmvega-transforms5.1.0indirect
npmvega-typings0.7.2indirect
npmvega-typings2.1.0indirect
npmvega-typings2.3.0indirect
npmvega-typings^2.3.0indirect
npmvega-util1.10.0indirect
npmvega-util1.17.4indirect
npmvega-util2.1.3indirect
npmvega-view6.1.2indirect
npmvega-view-transforms5.1.0indirect
npmvega-voronoi5.1.2indirect
npmvega-wordcloud5.1.2indirect
npmverror1.10.0indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.2indirect
npmvite8.2.2indirect
npmvite^8.2.2indirect
npmvite-plugin-wasm3.6.0indirect
npmvite-plugin-wasm^3.6.0indirect
npmvitest4.1.11indirect
npmvitest^4.1.11indirect
npmvlq0.2.3indirect
npmvscode-languageserver-types3.18.3indirect
npmvscode-ws-jsonrpc3.5.0indirect
npmvscode-ws-jsonrpc^3.5.0indirect
npmvt-pbf3.1.3indirect
npmw3c-keyname2.2.8indirect
npmw3c-xmlserializer5.0.0indirect
npmwatchpack2.5.2indirect
npmweak-map1.0.8indirect
npmweb-namespaces2.0.1indirect
npmwebgl-context2.2.0indirect
npmwebidl-conversions7.0.0indirect
npmwebpack5.100.2indirect
npmwebpack-sources3.5.1indirect
npmwebpack-virtual-modules0.6.2indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-url14.2.0indirect
npmwhich1.3.1indirect
npmwhich2.0.2indirect
npmwhich3.0.1indirect
npmwhich4.0.0indirect
npmwhich-module1.0.0indirect
npmwhich-module2.0.1indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwordwrap0.0.3indirect
npmworld-calendars1.0.4indirect
npmwrap-ansi2.1.0indirect
npmwrap-ansi5.1.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic5.0.1indirect
npmws6.2.4indirect
npmws8.21.3indirect
npmws^8.21.3indirect
npmwsl-utils0.1.0indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmxtend2.2.0indirect
npmxtend4.0.2indirect
npmy18n3.2.2indirect
npmy18n4.0.3indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyaml2.9.0indirect
npmyaml^2.9.0indirect
npmyaml-ast-parser0.0.43indirect
npmyargs13.3.2indirect
npmyargs17.7.2indirect
npmyargs18.0.0indirect
npmyargs6.6.0indirect
npmyargs-parser13.1.2indirect
npmyargs-parser21.1.1indirect
npmyargs-parser22.0.0indirect
npmyargs-parser4.2.1indirect
npmyocto-queue0.1.0indirect
npmzod-to-json-schema3.25.2indirect
npmzustand4.5.7indirect
npmzustand5.0.8indirect
npmzwitch2.0.4indirect
PyPIaccelerate0.34.2indirect
PyPIaiohappyeyeballs2.4.0indirect
PyPIaiohttp3.10.5indirect
PyPIaiosignal1.3.1indirect
PyPIaltair—indirect
PyPIanyio4.4.0indirect
PyPIanywidget—indirect
PyPIasync-timeout4.0.3indirect
PyPIattrs24.2.0indirect
PyPIbasedpyright—indirect
PyPIbeautifulsoup4—indirect
PyPIbitsandbytes0.43.3indirect
PyPIboto3—indirect
PyPIboto3-stubs—indirect
PyPIcachetools—indirect
PyPIcairosvg—indirect
PyPIcertifi2024.8.30indirect
PyPIcffi—indirect
PyPIcharset-normalizer3.3.2indirect
PyPIchdb—indirect
PyPIclickhouse-connect—indirect
PyPIcloudpathlib—indirect
PyPIcryptography—indirect
PyPIdatasets2.21.0indirect
PyPIdill0.3.8indirect
PyPIdirty-equals—indirect
PyPIdocstring-parser0.16indirect
PyPIduckdb—indirect
PyPIexceptiongroup1.2.2indirect
PyPIfilelock3.16.0indirect
PyPIflax—indirect
PyPIfrozenlist1.4.1indirect
PyPIfsspec—indirect
PyPIfsspec2024.6.1indirect
PyPIgeopandas—indirect
PyPIh110.14.0indirect
PyPIhf-transfer0.1.8indirect
PyPIhttpx—indirect
PyPIhttpx2—indirect
PyPIhuggingface-hub—indirect
PyPIhuggingface-hub0.24.6indirect
PyPIhvplot—indirect
PyPIhypothesis—indirect
PyPIibis-framework—indirect
PyPIidna3.8indirect
PyPIinline-snapshot—indirect
PyPIipython—indirect
PyPIjax—indirect
PyPIjinja23.1.4indirect
PyPIjupytext—indirect
PyPIleafmap—indirect
PyPIlzstring—indirect
PyPImarimo0.8.13indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkdownify—indirect
PyPImarkupsafe2.1.5indirect
PyPImatplotlib—indirect
PyPImcp—indirect
PyPImdurl0.1.2indirect
PyPImdx-include—indirect
PyPImike—indirect
PyPImkdocs—indirect
PyPImkdocs-autorefs—indirect
PyPImkdocs-click—indirect
PyPImkdocs-git-revision-date-localized-plugin—indirect
PyPImkdocs-glightbox—indirect
PyPImkdocs-macros-plugin—indirect
PyPImkdocs-material—indirect
PyPImkdocs-material-extensions—indirect
PyPImkdocs-minify-plugin—indirect
PyPImkdocs-redirects—indirect
PyPImkdocstrings—indirect
PyPImpmath1.3.0indirect
PyPImultidict6.0.5indirect
PyPImultiprocess0.70.16indirect
PyPImypy—indirect
PyPInbconvert—indirect
PyPInbformat—indirect
PyPInetworkx3.3indirect
PyPInumpy2.1.1indirect
PyPInvidia-cublas-cu1212.1.3.1indirect
PyPInvidia-cuda-cupti-cu1212.1.105indirect
PyPInvidia-cuda-nvrtc-cu1212.1.105indirect
PyPInvidia-cuda-runtime-cu1212.1.105indirect
PyPInvidia-cudnn-cu129.1.0.70indirect
PyPInvidia-cufft-cu1211.0.2.54indirect
PyPInvidia-curand-cu1210.3.2.106indirect
PyPInvidia-cusolver-cu1211.4.5.107indirect
PyPInvidia-cusparse-cu1212.1.0.106indirect
PyPInvidia-nccl-cu122.20.5indirect
PyPInvidia-nvjitlink-cu1212.6.68indirect
PyPInvidia-nvtx-cu1212.1.105indirect
PyPIobstore—indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-exporter-otlp-proto-grpc—indirect
PyPIopentelemetry-exporter-otlp-proto-http—indirect
PyPIopentelemetry-sdk—indirect
PyPIpandas—indirect
PyPIpandas2.2.2indirect
PyPIpandas-stubs—indirect
PyPIpanel—indirect
PyPIparso0.8.4indirect
PyPIpeft0.12.0indirect
PyPIpillow—indirect
PyPIplotly—indirect
PyPIpolars—indirect
PyPIprotobuf3.20.3indirect
PyPIpyarrow—indirect
PyPIpyarrow17.0.0indirect
PyPIpydantic-ai-slim—indirect
PyPIpyiceberg—indirect
PyPIpytest—indirect
PyPIpytest-asyncio—indirect
PyPIpytest-codecov—indirect
PyPIpytest-picked—indirect
PyPIpytest-rerunfailures—indirect
PyPIpytest-sugar—indirect
PyPIpytest-timeout—indirect
PyPIpytest-xdist—indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv—indirect
PyPIpython-lsp-ruff—indirect
PyPIpython-lsp-server—indirect
PyPIpytz2024.1indirect
PyPIredshift-connector—indirect
PyPIregex2024.7.24indirect
PyPIrequests2.32.3indirect
PyPIrich13.8.0indirect
PyPIruff—indirect
PyPIruff0.6.4indirect
PyPIsafetensors0.4.5indirect
PyPIscikit-bio—indirect
PyPIsentencepiece0.2.0indirect
PyPIshtab1.7.1indirect
PyPIsix1.16.0indirect
PyPIsniffio1.3.1indirect
PyPIsqlalchemy—indirect
PyPIsqlglot—indirect
PyPIstarrocks—indirect
PyPIsympy—indirect
PyPIsympy1.13.2indirect
PyPItokenizers0.19.1indirect
PyPItorch—indirect
PyPItorch2.4.1indirect
PyPItqdm4.66.5indirect
PyPItransformers4.44.2indirect
PyPItriton3.0.0indirect
PyPItrl0.10.1indirect
PyPItypes-docutils—indirect
PyPItypes-markdown—indirect
PyPItypes-pillow—indirect
PyPItypes-psutil—indirect
PyPItypes-pygments—indirect
PyPItypes-pyyaml—indirect
PyPItypes-redis—indirect
PyPItypos—indirect
PyPItyro0.8.10indirect
PyPItzdata2024.1indirect
PyPIunsloth2024.8indirect
PyPIurllib3—indirect
PyPIurllib32.2.2indirect
PyPIuv—indirect
PyPIuv-build—indirect
PyPIweave—indirect
PyPIxxhash3.5.0indirect
PyPIyarl1.11.0indirect
PyPIzstandard—indirect
Dependency advisories 0

Installing pypi:marimo@0.24.2 pulls in 24 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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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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 — PyPI, npm.