Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-14 10:51 UTC

mlco2 / codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Python · TypeScriptMIT★ 1,915 stars⑂ 319 forkssince May 2020View on GitHub ↗
KindCommand-line toolNetwork serviceWeb interfacehow this is determined

mlco2/codecarbon holds a health index of 100 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on AI Readiness (76/100). It was last updated 4 days ago. 4 contributors account for most of its recent work.

100
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.

100
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 91 is calibrated to 100 on the published index scale (record calibration 2026-08-02).

Ownership

CodeCarbonOrganization · verified domain
99 followers15 public repossince Aug 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIcodecarbon3.3.1183,687764 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 recencylast push 4 days ago
36/36Commit cadence52/52 weeks with commits
18/18Commit volume626 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year626
human_commit_share0.92
days_since_last_push4
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases70 releases published
36/36Release recencylatest release 4 days ago
27/27Release cadencea release every ~24.4 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count70
latest_release_tagv3.3.1
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases24.4
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?

87Excellent · 17% of overall
How it's scored
53.2/60Stars1,915 stars
20.9/25Forks319 forks
7.9/15Watchers27 watchers
Inputs used
forks319
stars1,915
watchers27
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
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_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicescodecov.io, shields.io
has_pull_request_templateyes
How it's scored
70.2/80Monthly downloads183,687 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagescodecarbon
dependents
ecosystemspypi
total_downloads
monthly_downloads183,687
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?

85Excellent · 23% of overall
How it's scored
43.2/54Bus factor4 contributor(s) cover half of all commits
16.6/22.5Commit distributiontop contributor authored 26% of commits
13.5/13.5Contributor breadth97 contributors
10/10OpenSSF Scorecard: Contributorsproject has 13 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled97
top_contributor_share0.262
How it's scored
30.4/42Issue resolution72% of issues closed
25/30PR acceptance695/835 decided PRs merged
6.5/13Newcomer PR acceptance4/8 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs695
open_issues139
closed_issues365
prs_merged_7d4
prs_decided_7d5
prs_merged_30d25
prs_decided_30d52
issue_closed_ratio0.724
closed_unmerged_prs140
first_time_authors_30d7
first_time_prs_merged_30d4
first_time_prs_decided_30d8
How it's scored
30/30Ownership backingorganization-owned
20/20Verified domain
14.4/25Owner reach99 followers of mlco2
20.8/25Track record15 public repos, account ~7 yr old
Inputs used
followers99
owner_typeOrganization
is_verifiedyes
owner_loginmlco2
public_repos15
account_age_days2,588

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 4 days ago
20/20Version history76 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagescodecarbon
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

100Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows15 workflow(s)
24/24Tests present
16/16Linter config.flake8, eslint.config.js
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://docs.codecarbon.io/
10/10Repository description
10/10Topics8 topics
10/10Wiki
Inputs used
topicsai-ethics, carbon-emissions, carbon-footprint, co2-emissions, energy-consumption, energy-efficiency, fairness, sustainability
has_wikiyes
homepagehttps://docs.codecarbon.io/
docs_sitehttps://docs.codecarbon.io/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

84Excellent · 16% of overall

Security posture

80Excellent
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practicesbadge detected: InProgress
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 13 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
4/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
5/5SASTSAST tool is run on all commits
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
2.2/7.5Vulnerabilities7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages38
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:codecarbon@3.3.1 runtime dependency closure — what installing the published package pulls in — 38 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.

76Good · 4% of overall
How it's scored
45/45Agent instructions.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history70 of 92 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.761
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
agent_instruction_max_bytes4,115
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config.flake8, eslint.config.js
11/11Static type checkingcodecarbon/py.typed, webapp/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice19 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance7 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configscodecarbon/py.typed, webapp/tsconfig.json
agent_commit_share0.19
toolchain_manifests
dependency_bot_commit_share0.07
How it's scored
27/45Type-checkable codePython with type-check config (codecarbon/py.typed, webapp/tsconfig.json)
54.9/55Manageable file sizes1/406 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes79,679
source_files_sampled406
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examplesexamples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

1,915GitHub stars
97contributors
626commits, last 12 months
4days since last push
70releases
4bus factor
139open 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 17 authors (cap 12)
  • Could not fetch pypi package 'carbonserver' from its registry

More detail

Star and fork history 0 ★ / 319 ⇿
0Stars
319Forks
67Releases

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.

012525037531762020-112023-102026-09
Major 3Minor 12Patch 46

Each point covers 6 days.

OpenSSF Scorecard 8.0 / 10
8.0aggregate

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 · 2026-09-14 10:50 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
10Code-Reviewall changesets reviewed
10Contributorsproject has 13 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 23 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 65
RegistryPackageVersion constraintManifest
PyPIalembic<2.0.0carbonserver/pyproject.toml
PyPIauthlib>=1.7.2carbonserver/pyproject.toml
PyPIbcrypt<5.0.0carbonserver/pyproject.toml
PyPIpython-dateutil<3.0.0carbonserver/pyproject.toml
PyPIdependency-injector<5.0.0carbonserver/pyproject.toml
PyPIfastapi<0.140.5,>=0.138.1carbonserver/pyproject.toml
PyPIhttpx<1.0.0carbonserver/pyproject.toml
PyPIpydantic>=2.0.0,<3.0.0carbonserver/pyproject.toml
PyPIpydantic-settings>=2.14.2,<3.0.0carbonserver/pyproject.toml
PyPIpsycopg2-binary<3.0.0carbonserver/pyproject.toml
PyPIrequests<3.0.0carbonserver/pyproject.toml
PyPIsqlalchemy<2.0.0carbonserver/pyproject.toml
PyPIuvicorn<1.0.0carbonserver/pyproject.toml
PyPIfastapi-pagination<1.0.0carbonserver/pyproject.toml
PyPInumpycarbonserver/pyproject.toml
PyPIpsutilcarbonserver/pyproject.toml
PyPIrapidfuzzcarbonserver/pyproject.toml
PyPIPyJWTcarbonserver/pyproject.toml
PyPIauthlib>=1.6.6carbonserver/pyproject.toml
PyPIjoserfc>=1.0.0carbonserver/pyproject.toml
PyPIitsdangerous>=2.2.0carbonserver/pyproject.toml
PyPImako>=1.3.12carbonserver/pyproject.toml
PyPIarrowpyproject.toml
PyPIauthlib>=1.2.1pyproject.toml
PyPIjoserfc>=1.0.0pyproject.toml
PyPIclickpyproject.toml
PyPIpandas>=2.3.3pyproject.toml
PyPIpandaspyproject.toml
PyPIprometheus_clientpyproject.toml
PyPIpsutil>= 6.0.0pyproject.toml
PyPIpy-cpuinfopyproject.toml
PyPIpydantic>=2.0.0,<3.0.0pyproject.toml
PyPInvidia-ml-pypyproject.toml
PyPIrapidfuzzpyproject.toml
PyPIrequestspyproject.toml
PyPIquestionarypyproject.toml
PyPIrichpyproject.toml
PyPItyperpyproject.toml
PyPIpycountrypyproject.toml
npm@radix-ui/react-dialog^1.1.15webapp/package.json
npm@radix-ui/react-dropdown-menu^2.1.16webapp/package.json
npm@radix-ui/react-label^2.1.8webapp/package.json
npm@radix-ui/react-popover^1.1.15webapp/package.json
npm@radix-ui/react-select^2.2.6webapp/package.json
npm@radix-ui/react-separator^1.1.8webapp/package.json
npm@radix-ui/react-slot^1.2.4webapp/package.json
npm@radix-ui/react-switch^1.2.6webapp/package.json
npm@radix-ui/react-tabs^1.1.13webapp/package.json
npm@radix-ui/react-tooltip^1.2.8webapp/package.json
npmclass-variance-authority^0.7.1webapp/package.json
npmclsx^2.1.1webapp/package.json
npmcopy-to-clipboard^3.3.3webapp/package.json
npmdate-fns^3.6.0webapp/package.json
npmlucide-react^0.411.0webapp/package.json
npmreact19.1.0webapp/package.json
npmreact-day-picker^9.13.0webapp/package.json
npmreact-dom19.1.0webapp/package.json
npmreact-router-dom^7.18.2webapp/package.json
npmrecharts^2.15.4webapp/package.json
npmsonner^2.0.7webapp/package.json
npmswr^2.3.8webapp/package.json
npmtailwind-merge^2.6.1webapp/package.json
npmtailwindcss^4.3.1webapp/package.json
npmtailwindcss-animate^1.0.7webapp/package.json
npmzod^3.25.76webapp/package.json
All dependencies 656

Full resolved dependency set from the GitHub dependency graph: 79 direct and 577 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIclick8.4.1direct
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PyPIpsycopg2-binary2.9.11direct
PyPIpsycopg2-binary2.9.12direct
PyPIpy-cpuinfo9.0.0direct
PyPIpycountry26.2.16direct
PyPIpydantic2.12.5direct
PyPIpydantic2.13.4direct
PyPIpydantic2.13.5direct
PyPIpydantic-settings2.14.2direct
PyPIpyjwt2.13.0direct
PyPIpython-dateutil2.9.0.post0direct
PyPIquestionary2.1.1direct
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PyPIannotated-doc0.0.4indirect
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PyPIanyio4.12.0indirect
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PyPIast-serialize0.11.0indirect
PyPIattrs26.1.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIblack26.5.1indirect
PyPIblinker1.9.0indirect
PyPIbumpver2026.1132indirect
PyPIcarbonserver0.1.0indirect
PyPIcertifi2025.11.12indirect
PyPIcertifi2026.5.20indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.0.0indirect
PyPIcffi2.1.1indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIcharset-normalizer3.4.7indirect
PyPIcharset-normalizer3.5.1indirect
PyPIcloudpickle3.1.2indirect
PyPIcolorama0.4.6indirect
PyPIcomm0.2.3indirect
PyPIcoverage7.16.0indirect
PyPIcryptography50.0.0indirect
PyPIcryptography50.0.1indirect
PyPIdash4.4.1indirect
PyPIdash-bootstrap-components2.0.4indirect
PyPIdeepmerge3.0.1indirect
PyPIdistlib0.4.3indirect
PyPIdnspython2.8.0indirect
PyPIemail-validator2.3.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecuting2.2.1indirect
PyPIfilelock3.32.6indirect
PyPIfire0.7.1indirect
PyPIflask3.1.3indirect
PyPIghp-import2.1.0indirect
PyPIgoogleapis-common-protos1.75.3indirect
PyPIgreenlet3.5.1indirect
PyPIgriffelib2.3.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.7.1indirect
PyPIhttptools0.8.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.18indirect
PyPIidna3.19indirect
PyPIimportlib-metadata9.0.1indirect
PyPIiniconfig2.3.0indirect
PyPIjanus2.0.0indirect
PyPIjinja23.1.6indirect
PyPIjoblib1.6.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeras-tunerindirect
PyPIlexid2021.1006indirect
PyPIlibrt0.15.0indirect
PyPIlogfire5.0.0indirect
PyPImarkdown3.10.3indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImergedeep1.3.4indirect
PyPImike2.2.0indirect
PyPImkdocs1.6.1indirect
PyPImkdocs-autorefs1.4.4indirect
PyPImkdocs-get-deps0.2.2indirect
PyPImkdocs-redirects1.2.3indirect
PyPImkdocstrings1.0.6indirect
PyPImkdocstrings-python2.0.8indirect
PyPImktestdocs0.2.5indirect
PyPImock5.2.0indirect
PyPImslex1.3.0indirect
PyPImypy2.3.1indirect
PyPImypy-extensions1.1.0indirect
PyPInarwhals2.26.0indirect
PyPInest-asyncio1.6.0indirect
PyPInodeenv1.10.0indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirect
PyPIopentelemetry-instrumentation0.65b0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpathspec1.1.1indirect
PyPIplatformdirs4.11.8indirect
PyPIplotly7.0.0indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.6.2indirect
PyPIprompt-toolkit3.0.53indirect
PyPIproperdocs1.6.7indirect
PyPIprotobuf7.36.1indirect
PyPIpycparser2.23indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpymdown-extensions11.0.2indirect
PyPIpyparsing3.3.2indirect
PyPIpytest9.0.3indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpython-discovery1.6.0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpytokens0.4.1indirect
PyPIpytz2026.3.post1indirect
PyPIpyyaml6.0.3indirect
PyPIpyyaml-env-tag1.1indirect
PyPIreferencing0.37.0indirect
PyPIrequests-mock1.12.1indirect
PyPIresponses0.26.1indirect
PyPIresponses0.26.3indirect
PyPIretrying1.4.2indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIscikit-learn1.7.2indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.1indirect
PyPIsetuptools84.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsklearnindirect
PyPIsoupsieve2.9.2indirect
PyPIstarlette1.3.1indirect
PyPItaskipy1.14.1indirect
PyPItensorflowindirect
PyPItermcolor3.3.0indirect
PyPIthreadpoolctl3.6.0indirect
PyPItoml0.10.2indirect
PyPItomli2.4.1indirect
PyPItorchindirect
PyPItorchvisionindirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIverspec0.1.0indirect
PyPIvirtualenv21.7.9indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.3indirect
PyPIwebsockets15.0.1indirect
PyPIwebsockets16.0indirect
PyPIwerkzeug3.1.8indirect
PyPIwrapt2.4.0indirect
PyPIzensical0.0.60indirect
PyPIzipp4.1.0indirect
Dependency advisories 0

Installing pypi:codecarbon@3.3.1 pulls in 38 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.

Raw JSON report machine-readable

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 statisticsPyPI.