Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-30 21:42 UTC

NVIDIA / earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

PythonApache-2.0★ 1,152 stars⑂ 268 forkssince Apr 2024View on GitHub ↗

#ai #climate-science #deep-learning #weather

NVIDIA/earth2studio holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Vitality (95/100) and lowest on Security (54/100). It was last updated today. A single contributor accounts for most of its recent work.

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.

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)

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 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).

Ownership

NVIDIA CorporationOrganization · verified domain

30,760 followers810 public repossince May 2012

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
PyPI	earth2studio	0.19.0	3,787	21	0 days ago

Metrics by category

Vitality

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

95Exceptional · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 0 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 432 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	432
human_commit_share	0.96
days_since_last_push	0
active_weeks_last_year	51

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 20 releases published
36/36	Release recency — latest release 29 days ago
27/27	Release cadence — a release every ~31.1 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	20
latest_release_tag	0.18.0
releases_from_tags	no
days_since_latest_release	29
mean_days_between_releases	31.1

Community & Adoption

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

72Good · 17% of overall

Popularity & adoption

76Good

How it's scored

49.7/60	Stars — 1,152 stars
20.2/25	Forks — 268 forks
6.4/15	Watchers — 15 watchers

Inputs used

forks	268
stars	1,152
watchers	15
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

77Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	0
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	yes

Ecosystem adoption (downloads)

60Moderate

How it's scored

47.7/80	Monthly downloads — 3,787 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	earth2studio
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	3,787
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?

79Good · 23% of overall

Maintainer resilience (bus factor)

42Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
9.5/22.5	Commit distribution — top contributor authored 58% of commits
13.5/13.5	Contributor breadth — 58 contributors
10/10	OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	58
top_contributor_share	0.58

Issue & PR responsiveness

87Excellent

How it's scored

39.8/42	Issue resolution — 95% of issues closed
25.4/30	PR acceptance — 726/856 decided PRs merged
6.5/13	Newcomer PR acceptance — 1/2 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	726
open_issues	15
closed_issues	268
prs_merged_7d	6
prs_decided_7d	9
prs_merged_30d	29
prs_decided_30d	35
issue_closed_ratio	0.947
closed_unmerged_prs	130
first_time_authors_30d	2
first_time_prs_merged_30d	1
first_time_prs_decided_30d	2

Ownership & stewardship

100Exceptional

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
25/25	Owner reach — 30,760 followers of NVIDIA
25/25	Track record — 810 public repos, account ~14 yr old

Inputs used

followers	30,760
owner_type	Organization
is_verified	yes
owner_login	NVIDIA
public_repos	810
account_age_days	5,255

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 0 days ago
20/20	Version history — 21 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	earth2studio
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall

Engineering practices

90Excellent

How it's scored

24/24	CI workflows — 8 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff]), tox.ini
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
16/20	OpenSSF Scorecard: CI-Tests — 25 out of 28 merged PRs checked by a CI test -- score normalized to 8

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://nvidia.github.io/earth2studio/
10/10	Repository description
10/10	Topics — 4 topics
0/10	Wiki

Inputs used

topics	ai, climate-science, deep-learning, weather
has_wiki	no
homepage	https://nvidia.github.io/earth2studio/
docs_site	https://nvidia.github.io/earth2studio/
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

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

54Moderate · 16% of overall

Security posture

54Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2/2.5	CI-Tests — 25 out of 28 merged PRs checked by a CI test -- score normalized to 8
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 6 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
2.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 140 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	5.4

Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.

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

85Excellent

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 92 of 96 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.958
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	4,488

Verify loop (build / test / typecheck)

84Excellent

How it's scored

18/18	One-command bootstrap — Makefile, docs/Makefile, recipes/template/test/Makefile, serve/client/Makefile, serve/server/Makefile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff]), tox.ini
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 12 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 2 of the last 100 commits are automated dependency updates
5/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile, docs/Makefile, recipes/template/test/Makefile, serve/client/Makefile, serve/server/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.12
toolchain_manifests	—
dependency_bot_commit_share	0.02

Code legibility for models

54Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
53.6/55	Manageable file sizes — 16/618 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	114,144
source_files_sampled	618
oversized_source_files	16

Machine-readable interfaces

100Exceptional

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — serve/server/openapi.yaml
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples, recipes

Inputs used

example_dirs	examples, recipes
has_mcp_signal	no
api_schema_files	serve/server/openapi.yaml
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

1,152GitHub stars

58contributors

432commits, last 12 months

0days since last push

20releases

1bus factor

15open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:earth2studio@0.19.0; advisories assessed against the repository dependency graph instead
OSV advisory lookup failed: [Errno 101] Network is unreachable

More detail

Star and fork history 0 ★ / 268 ⇿

0Stars

268Forks

19Releases

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.

Major 0Minor 17Patch 2

Each point covers 3 days.

OpenSSF Scorecard 5.4 / 10

5.4aggregate

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 · 2026-09-30 21:42 UTC

10	Binary-Artifacts	no binaries found in the repo
n/a	Branch-Protection	internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
8	CI-Tests	25 out of 28 merged PRs checked by a CI test -- score normalized to 8
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 6 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
5	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 5
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	140 existing vulnerabilities detected

Direct dependencies 20

Registry	Package	Version constraint	Manifest
PyPI	cftime	`—`	pyproject.toml
PyPI	fsspec	`>=2024.2.0`	pyproject.toml
PyPI	gcsfs	`—`	pyproject.toml
PyPI	h5py	`>=3.2.0`	pyproject.toml
PyPI	h5netcdf	`>=1.0.0`	pyproject.toml
PyPI	huggingface-hub	`>=0.27.0`	pyproject.toml
PyPI	loguru	`—`	pyproject.toml
PyPI	netCDF4	`>=1.6.4,<1.7.3`	pyproject.toml
PyPI	obspec	`>=0.1`	pyproject.toml
PyPI	obstore	`>=0.8`	pyproject.toml
PyPI	pygrib	`—`	pyproject.toml
PyPI	python-dotenv	`—`	pyproject.toml
PyPI	pandas	`—`	pyproject.toml
PyPI	pyarrow	`>=14.0.0`	pyproject.toml
PyPI	rich	`—`	pyproject.toml
PyPI	s3fs	`>=2023.5.0`	pyproject.toml
PyPI	torch	`>=2.5.0`	pyproject.toml
PyPI	tqdm	`>=4.65.0`	pyproject.toml
PyPI	xarray	`>=2023.1.0`	pyproject.toml
PyPI	zarr	`>=3.1.3`	pyproject.toml

All dependencies 653

Full resolved dependency set from the GitHub dependency graph: 47 direct and 606 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	cftime	`1.6.5`	direct
PyPI	fsspec	`—`	direct
PyPI	fsspec	`2026.1.0`	direct
PyPI	fsspec	`2026.3.0`	direct
PyPI	fsspec	`2026.6.0`	direct
PyPI	gcsfs	`2026.1.0`	direct
PyPI	gcsfs	`2026.3.0`	direct
PyPI	gcsfs	`2026.6.0`	direct
PyPI	h5netcdf	`1.8.0`	direct
PyPI	h5netcdf	`1.8.1`	direct
PyPI	h5py	`3.14.0`	direct
PyPI	h5py	`3.16.0`	direct
PyPI	huggingface-hub	`1.10.1`	direct
PyPI	huggingface-hub	`1.21.0`	direct
PyPI	huggingface-hub	`1.3.2`	direct
PyPI	loguru	`0.7.3`	direct
PyPI	netcdf4	`1.7.2`	direct
PyPI	obspec	`0.1.0`	direct
PyPI	obstore	`0.11.0`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	pandas	`3.0.0`	direct
PyPI	pyarrow	`23.0.0`	direct
PyPI	pyarrow	`23.0.1`	direct
PyPI	pyarrow	`24.0.0`	direct
PyPI	pygrib	`2.1.8`	direct
PyPI	python-dotenv	`—`	direct
PyPI	python-dotenv	`1.2.1`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	rich	`14.2.0`	direct
PyPI	rich	`14.3.3`	direct
PyPI	rich	`15.0.0`	direct
PyPI	s3fs	`2026.1.0`	direct
PyPI	s3fs	`2026.3.0`	direct
PyPI	s3fs	`2026.6.0`	direct
PyPI	torch	`2.10.0`	direct
PyPI	torch	`2.11.0`	direct
PyPI	torch	`2.13.0`	direct
PyPI	tqdm	`—`	direct
PyPI	tqdm	`4.67.1`	direct
PyPI	tqdm	`4.67.3`	direct
PyPI	tqdm	`4.68.3`	direct
PyPI	xarray	`—`	direct
PyPI	xarray	`2025.12.0`	direct
PyPI	xarray	`2026.2.0`	direct
PyPI	zarr	`3.1.5`	direct
PyPI	zarr	`3.1.6`	direct
PyPI	zarr	`3.2.1`	direct
PyPI	absl-py	`2.4.0`	indirect
PyPI	affine	`2.4.0`	indirect
PyPI	aiobotocore	`3.1.1`	indirect
PyPI	aiobotocore	`3.4.0`	indirect
PyPI	aiobotocore	`3.7.0`	indirect
PyPI	aiofiles	`—`	indirect
PyPI	aiofiles	`25.1.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohappyeyeballs	`2.6.2`	indirect
PyPI	aiohttp	`—`	indirect
PyPI	aiohttp	`3.13.5`	indirect
PyPI	aiohttp	`3.14.1`	indirect
PyPI	aiohttp	`3.14.3`	indirect
PyPI	aiohttp-retry	`2.9.1`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	anemoi-models	`0.11.2`	indirect
PyPI	anemoi-models	`0.5.1`	indirect
PyPI	anemoi-models	`0.9.4`	indirect
PyPI	anemoi-utils	`0.5.9`	indirect
PyPI	aniso8601	`10.0.1`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	antlr4-python3-runtime	`4.9.3`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	anyio	`4.14.1`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	arraylake	`1.1.1`	indirect
PyPI	arraylake	`1.2.0`	indirect
PyPI	ast-serialize	`0.6.0`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	azure-core	`1.41.0`	indirect
PyPI	azure-identity	`—`	indirect
PyPI	azure-identity	`1.25.3`	indirect
PyPI	azure-storage-blob	`—`	indirect
PyPI	azure-storage-blob	`12.30.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	backports-zstd	`1.6.0`	indirect
PyPI	backrefs	`8.0`	indirect
PyPI	base58	`2.1.1`	indirect
PyPI	bitarray	`3.8.2`	indirect
PyPI	bitarray	`3.9.0`	indirect
PyPI	bitstring	`4.4.0`	indirect
PyPI	black	`26.5.1`	indirect
PyPI	blake3	`1.0.9`	indirect
PyPI	bokeh	`3.8.2`	indirect
PyPI	bokeh	`3.9.0`	indirect
PyPI	bokeh	`3.9.1`	indirect
PyPI	botocore	`1.42.30`	indirect
PyPI	botocore	`1.42.84`	indirect
PyPI	botocore	`1.43.0`	indirect
PyPI	bracex	`3.0`	indirect
PyPI	cachetools	`7.1.4`	indirect
PyPI	cartopy	`—`	indirect
PyPI	cartopy	`0.25.0`	indirect
PyPI	cattrs	`26.1.0`	indirect
PyPI	cbottle	`2025.5.1`	indirect
PyPI	cdsapi	`0.7.7`	indirect
PyPI	certifi	`2026.1.4`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	certifi	`2026.6.17`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgrib	`0.9.15.1`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	chex	`0.1.92`	indirect
PyPI	click	`8.3.1`	indirect
PyPI	click	`8.3.2`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	click-plugins	`1.1.1.2`	indirect
PyPI	cligj	`0.7.2`	indirect
PyPI	climate-learn	`1.0.0`	indirect
PyPI	cloudpickle	`3.1.2`	indirect
PyPI	colabtools	`0.0.1`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.13.5`	indirect
PyPI	coverage	`7.14.3`	indirect
PyPI	croniter	`6.2.2`	indirect
PyPI	cryptography	`—`	indirect
PyPI	cryptography	`46.0.7`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	cucim-cu13	`26.6.0`	indirect
PyPI	cuda-bindings	`13.2.0`	indirect
PyPI	cuda-core	`0.7.0`	indirect
PyPI	cuda-pathfinder	`1.5.2`	indirect
PyPI	cuda-pathfinder	`1.5.6`	indirect
PyPI	cuda-python	`13.2.0`	indirect
PyPI	cuda-toolkit	`13.0.2`	indirect
PyPI	cuda-toolkit	`13.0.3.0`	indirect
PyPI	cudf-cu13	`26.4.0`	indirect
PyPI	cudf-cu13	`26.6.0`	indirect
PyPI	cupy-cuda13x	`14.1.1`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	dacite	`1.9.2`	indirect
PyPI	dask	`2026.1.1`	indirect
PyPI	dask	`2026.3.0`	indirect
PyPI	dask	`2026.6.0`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	deepmerge	`2.1.0`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	dinosaur-dycore	`1.2.1`	indirect
PyPI	distlib	`0.4.3`	indirect
PyPI	distributed	`2026.1.1`	indirect
PyPI	distributed	`2026.3.0`	indirect
PyPI	distributed	`2026.6.0`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	dm-haiku	`0.0.16`	indirect
PyPI	dm-tree	`0.1.10`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	donfig	`0.8.1.post1`	indirect
PyPI	earth2grid	`2025.11.1+torch211`	indirect
PyPI	earth2grid	`2025.11.1+torch213`	indirect
PyPI	earth2studio	`—`	indirect
PyPI	earth2studio-gallery	`0.1.0`	indirect
PyPI	earth2studio-recipe-eval	`0.1.0`	indirect
PyPI	earthkit-regrid	`0.4.0`	indirect
PyPI	earthkit-regrid	`0.5.1`	indirect
PyPI	eccodes	`2.46.0`	indirect
PyPI	eccodes	`2.47.0`	indirect
PyPI	eccodeslib	`2.46.2.19`	indirect
PyPI	eccodeslib	`2.47.3.21`	indirect
PyPI	eckitlib	`2.0.7.19`	indirect
PyPI	eckitlib	`2.1.0.21`	indirect
PyPI	ecmwf-datastores-client	`0.5.1`	indirect
PyPI	ecmwf-opendata	`0.3.30`	indirect
PyPI	einops	`0.8.2`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	entrypoints	`0.4`	indirect
PyPI	etils	`1.14.0`	indirect
PyPI	eumdac	`3.1.1`	indirect
PyPI	fastapi	`—`	indirect
PyPI	fastapi	`0.138.2`	indirect
PyPI	fiddle	`0.3.0`	indirect
PyPI	filelock	`3.20.3`	indirect
PyPI	filelock	`3.25.2`	indirect
PyPI	filelock	`3.29.4`	indirect
PyPI	findlibs	`0.1.2`	indirect
PyPI	flash-attn	`2.8.3.post1`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	flax	`0.12.7`	indirect
PyPI	flexcache	`0.3`	indirect
PyPI	flexparser	`0.4`	indirect
PyPI	fme	`2026.1.1`	indirect
PyPI	fme	`2026.4.0`	indirect
PyPI	fonttools	`4.62.1`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	gdm-xarray-jax	`0.1.1`	indirect
PyPI	ghp-import	`2.1.0`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	gitpython	`3.1.50`	indirect
PyPI	gitpython	`3.1.51`	indirect
PyPI	globus-sdk	`3.65.0`	indirect
PyPI	google-api-core	`2.29.0`	indirect
PyPI	google-api-core	`2.30.3`	indirect
PyPI	google-api-core	`2.31.0`	indirect
PyPI	google-auth	`2.47.0`	indirect
PyPI	google-auth	`2.49.2`	indirect
PyPI	google-auth	`2.55.1`	indirect
PyPI	google-auth-oauthlib	`1.2.4`	indirect
PyPI	google-auth-oauthlib	`1.3.1`	indirect
PyPI	google-auth-oauthlib	`1.4.0`	indirect
PyPI	google-cloud-core	`2.5.0`	indirect
PyPI	google-cloud-core	`2.5.1`	indirect
PyPI	google-cloud-core	`2.6.0`	indirect
PyPI	google-cloud-storage	`3.10.1`	indirect
PyPI	google-cloud-storage	`3.12.0`	indirect
PyPI	google-cloud-storage	`3.8.0`	indirect
PyPI	google-cloud-storage-control	`1.11.0`	indirect
PyPI	google-cloud-storage-control	`1.12.0`	indirect
PyPI	google-cloud-storage-control	`1.9.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-resumable-media	`2.10.0`	indirect
PyPI	google-resumable-media	`2.8.0`	indirect
PyPI	google-resumable-media	`2.8.2`	indirect
PyPI	googleapis-common-protos	`1.72.0`	indirect
PyPI	googleapis-common-protos	`1.74.0`	indirect
PyPI	googleapis-common-protos	`1.75.0`	indirect
PyPI	graphviz	`0.21`	indirect
PyPI	gribberish	`1.5.0`	indirect
PyPI	gribberish	`1.7.0`	indirect
PyPI	griffe-inherited-docstrings	`1.1.3`	indirect
PyPI	griffelib	`2.1.0`	indirect
PyPI	grpc-google-iam-v1	`0.14.3`	indirect
PyPI	grpc-google-iam-v1	`0.14.4`	indirect
PyPI	grpcio	`1.76.0`	indirect
PyPI	grpcio	`1.80.0`	indirect
PyPI	grpcio	`1.81.1`	indirect
PyPI	grpcio-status	`1.76.0`	indirect
PyPI	grpcio-status	`1.80.0`	indirect
PyPI	grpcio-status	`1.81.1`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatch	`1.17.0`	indirect
PyPI	hatchling	`1.28.0`	indirect
PyPI	hatchling	`1.30.1`	indirect
PyPI	hf-xet	`1.2.0`	indirect
PyPI	hf-xet	`1.4.3`	indirect
PyPI	hf-xet	`1.5.1`	indirect
PyPI	hiredis	`—`	indirect
PyPI	hiredis	`3.4.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpcore2	`2.5.0`	indirect
PyPI	httptools	`0.8.0`	indirect
PyPI	httpx	`—`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx2	`2.5.0`	indirect
PyPI	humanize	`4.16.0`	indirect
PyPI	hydra-core	`—`	indirect
PyPI	hydra-core	`1.3.2`	indirect
PyPI	hydra-core	`1.3.3`	indirect
PyPI	hyperlink	`21.0.0`	indirect
PyPI	icechunk	`2.1.0`	indirect
PyPI	icechunk	`2.1.1`	indirect
PyPI	identify	`2.6.19`	indirect
PyPI	idna	`3.11`	indirect
PyPI	idna	`3.18`	indirect
PyPI	imageio	`2.37.3`	indirect
PyPI	imageio-ffmpeg	`0.6.0`	indirect
PyPI	importlib-metadata	`—`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	intake-esgf	`2026.1.26`	indirect
PyPI	intake-esgf	`2026.6.4`	indirect
PyPI	interrogate	`1.7.0`	indirect
PyPI	ipykernel	`—`	indirect
PyPI	isodate	`0.7.2`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.2`	indirect
PyPI	jaraco-functools	`4.5.0`	indirect
PyPI	jax	`0.10.2`	indirect
PyPI	jax-cuda13-pjrt	`0.10.2`	indirect
PyPI	jax-cuda13-plugin	`0.10.2`	indirect
PyPI	jaxlib	`0.10.2`	indirect
PyPI	jaxtyping	`0.3.11`	indirect
PyPI	jaxtyping	`0.3.9`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	jmp	`0.0.4`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	jraph	`0.0.6.dev0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	lark	`1.3.1`	indirect
PyPI	lazy-loader	`0.5`	indirect
PyPI	libcst	`1.9.0`	indirect
PyPI	libcudf-cu13	`26.4.0`	indirect
PyPI	libcudf-cu13	`26.6.0`	indirect
PyPI	libkvikio-cu13	`26.4.0`	indirect
PyPI	libkvikio-cu13	`26.6.0`	indirect
PyPI	librmm-cu13	`26.4.0`	indirect
PyPI	librmm-cu13	`26.6.0`	indirect
PyPI	librt	`0.12.0`	indirect
PyPI	lightning-utilities	`0.15.3`	indirect
PyPI	llvmlite	`0.46.0`	indirect
PyPI	locket	`1.0.0`	indirect
PyPI	lpips	`0.1.4`	indirect
PyPI	lz4	`4.4.5`	indirect
PyPI	makani	`0.2.0`	indirect
PyPI	markdown	`3.10.2`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`—`	indirect
PyPI	matplotlib	`3.10.8`	indirect
PyPI	matplotlib	`3.11.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mergedeep	`1.3.4`	indirect
PyPI	microsoft-aurora	`2.0.0`	indirect
PyPI	mike	`2.2.0`	indirect
PyPI	mkdocs	`1.6.1`	indirect
PyPI	mkdocs-autorefs	`1.4.4`	indirect
PyPI	mkdocs-badges	`0.3.0`	indirect
PyPI	mkdocs-get-deps	`0.2.2`	indirect
PyPI	mkdocs-material	`9.7.7`	indirect
PyPI	mkdocs-material-extensions	`1.3.1`	indirect
PyPI	mkdocstrings	`1.0.6`	indirect
PyPI	mkdocstrings-python	`2.0.5`	indirect
PyPI	ml-dtypes	`0.5.4`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	more-itertools	`—`	indirect
PyPI	more-itertools	`11.0.2`	indirect
PyPI	more-itertools	`11.1.0`	indirect
PyPI	morphys	`1.0`	indirect
PyPI	moviepy	`—`	indirect
PyPI	moviepy	`2.2.1`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.37.0`	indirect
PyPI	msal-extensions	`1.3.1`	indirect
PyPI	msgpack	`1.1.2`	indirect
PyPI	msgpack	`1.2.1`	indirect
PyPI	mslk	`0.0.0`	indirect
PyPI	multi-storage-client	`—`	indirect
PyPI	multi-storage-client	`0.50.0`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multiurl	`0.3.9`	indirect
PyPI	mypy	`2.1.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	narwhals	`2.15.0`	indirect
PyPI	narwhals	`2.19.0`	indirect
PyPI	narwhals	`2.22.1`	indirect
PyPI	natten	`0.21.6+torch2110cu130`	indirect
PyPI	natten	`0.21.7`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	ninja	`—`	indirect
PyPI	ninja	`1.13.0`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	numba	`0.64.0`	indirect
PyPI	numba-cuda	`0.28.2`	indirect
PyPI	numcodecs	`0.16.5`	indirect
PyPI	numpy	`—`	indirect
PyPI	numpy	`2.3.5`	indirect
PyPI	numpy	`2.4.4`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	nvidia-cublas	`13.1.0.3`	indirect
PyPI	nvidia-cublas	`13.1.1.3`	indirect
PyPI	nvidia-cuda-cccl	`13.0.85`	indirect
PyPI	nvidia-cuda-crt	`13.0.88`	indirect
PyPI	nvidia-cuda-crt	`13.3.73`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvcc	`13.0.88`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	indirect
PyPI	nvidia-cudnn-cu13	`9.20.0.48`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.0`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.1`	indirect
PyPI	nvidia-libnvcomp-cu13	`5.1.0.21`	indirect
PyPI	nvidia-libnvcomp-cu13	`5.2.0.13`	indirect
PyPI	nvidia-ml-py	`13.610.43`	indirect
PyPI	nvidia-nccl-cu13	`2.28.9`	indirect
PyPI	nvidia-nccl-cu13	`2.29.7`	indirect
PyPI	nvidia-nvimgcodec-cu13	`0.8.0.22`	indirect
PyPI	nvidia-nvjitlink	`13.0.88`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	nvidia-nvvm	`13.0.88`	indirect
PyPI	nvidia-physicsnemo	`2.1.1`	indirect
PyPI	nvidia-physicsnemo	`2.3.0a0`	indirect
PyPI	nvtx	`0.2.15`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	omegaconf	`—`	indirect
PyPI	omegaconf	`2.3.0`	indirect
PyPI	omegaconf	`2.3.1`	indirect
PyPI	onnx	`1.21.0`	indirect
PyPI	onnx	`1.22.0`	indirect
PyPI	onnx-ir	`0.2.1`	indirect
PyPI	onnxruntime-gpu	`1.26.0`	indirect
PyPI	onnxscript	`0.7.1`	indirect
PyPI	opentelemetry-api	`1.43.0`	indirect
PyPI	opt-einsum	`3.4.0`	indirect
PyPI	optax	`0.2.8`	indirect
PyPI	orbax-checkpoint	`0.12.1`	indirect
PyPI	orjson	`3.11.8`	indirect
PyPI	orjson	`3.11.9`	indirect
PyPI	packaging	`26.0`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	paginate	`0.5.7`	indirect
PyPI	paho-mqtt	`2.1.0`	indirect
PyPI	partd	`1.4.2`	indirect
PyPI	pathspec	`1.0.3`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pcodec	`1.0.2`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`11.3.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	pint	`0.25.3`	indirect
PyPI	platformdirs	`4.10.0`	indirect
PyPI	platformdirs	`4.9.6`	indirect
PyPI	plotly	`6.8.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pre-commit	`—`	indirect
PyPI	pre-commit	`4.6.0`	indirect
PyPI	prettytable	`3.18.0`	indirect
PyPI	proglog	`0.1.12`	indirect
PyPI	prometheus-client	`—`	indirect
PyPI	prometheus-client	`0.25.0`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	proto-plus	`1.27.0`	indirect
PyPI	proto-plus	`1.27.2`	indirect
PyPI	proto-plus	`1.28.0`	indirect
PyPI	protobuf	`6.33.5`	indirect
PyPI	protobuf	`6.33.6`	indirect
PyPI	protobuf	`7.35.1`	indirect
PyPI	psutil	`7.2.1`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	py	`1.11.0`	indirect
PyPI	py-multihash	`3.0.0`	indirect
PyPI	pyasn1	`0.6.3`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pybufrkit	`0.2.25`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic	`—`	indirect
PyPI	pydantic	`2.12.5`	indirect
PyPI	pydantic	`2.13.4`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.12.1`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pylibcudf-cu13	`26.4.0`	indirect
PyPI	pylibcudf-cu13	`26.6.0`	indirect
PyPI	pymdown-extensions	`11.0.1`	indirect
PyPI	pynvml	`13.0.1`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyproj	`3.7.2`	indirect
PyPI	pyproject-api	`1.10.1`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pyshp	`3.0.3`	indirect
PyPI	pyshp	`3.1.4`	indirect
PyPI	pystac	`1.14.3`	indirect
PyPI	pystac-client	`0.9.0`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-asyncio	`—`	indirect
PyPI	pytest-asyncio	`1.3.0`	indirect
PyPI	pytest-asyncio	`1.4.0`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-skip-slow	`0.0.5`	indirect
PyPI	pytest-skip-slow	`1.1.0`	indirect
PyPI	pytest-testmon	`2.1.3`	indirect
PyPI	pytest-testmon	`2.2.0`	indirect
PyPI	pytest-timeout	`2.4.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.4.2`	indirect
PyPI	python-multipart	`—`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pytokens	`0.4.1`	indirect
PyPI	pytorch-lightning	`2.6.5`	indirect
PyPI	pytz	`2026.1.post1`	indirect
PyPI	pytz	`2026.2`	indirect
PyPI	pyvers	`0.2.2`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyyaml-env-tag	`1.1`	indirect
PyPI	pyyaml-ft	`8.0.0`	indirect
PyPI	rapids-logger	`0.2.3`	indirect
PyPI	rasterio	`1.4.4`	indirect
PyPI	rasterio	`1.5.0`	indirect
PyPI	rdkit	`2026.3.3`	indirect
PyPI	redis	`—`	indirect
PyPI	redis	`8.0.1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	requests	`—`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests	`2.33.1`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	requests-cache	`1.3.1`	indirect
PyPI	requests-cache	`1.3.2`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	rioxarray	`0.19.0`	indirect
PyPI	rioxarray	`0.22.0`	indirect
PyPI	rmm-cu13	`26.4.0`	indirect
PyPI	rmm-cu13	`26.6.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	rq	`—`	indirect
PyPI	rq	`2.10.0`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	rtree	`1.4.1`	indirect
PyPI	ruamel-yaml	`—`	indirect
PyPI	ruamel-yaml	`0.19.1`	indirect
PyPI	ruff	`0.15.20`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scikit-image	`0.26.0`	indirect
PyPI	scikit-learn	`1.9.0`	indirect
PyPI	scipy	`—`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scipy	`1.18.0`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	sentry-sdk	`2.57.0`	indirect
PyPI	sentry-sdk	`2.64.0`	indirect
PyPI	setuptools	`—`	indirect
PyPI	setuptools	`80.10.1`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	simplejson	`4.1.1`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smmap	`5.0.3`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soundfile	`0.14.0`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	structlog	`25.5.0`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.10.0`	indirect
PyPI	tblib	`3.2.2`	indirect
PyPI	tensorboard	`2.21.0`	indirect
PyPI	tensorboard-data-server	`0.7.2`	indirect
PyPI	tensordict	`0.11.0`	indirect
PyPI	tensordict	`0.14.2`	indirect
PyPI	tensorly	`0.9.0`	indirect
PyPI	tensorly-torch	`0.5.0`	indirect
PyPI	tensorstore	`0.1.84`	indirect
PyPI	termcolor	`—`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tibs	`0.5.7`	indirect
PyPI	tifffile	`2026.3.3`	indirect
PyPI	tifffile	`2026.6.1`	indirect
PyPI	timm	`1.0.26`	indirect
PyPI	timm	`1.0.27`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tomli-w	`1.2.0`	indirect
PyPI	tomlkit	`0.15.0`	indirect
PyPI	toolz	`1.1.0`	indirect
PyPI	torch-geometric	`2.4.0`	indirect
PyPI	torch-geometric	`2.8.0`	indirect
PyPI	torch-harmonics	`0.8.0`	indirect
PyPI	torch-harmonics	`0.8.1`	indirect
PyPI	torchmetrics	`1.9.0`	indirect
PyPI	torchvision	`0.26.0`	indirect
PyPI	torchvision	`0.28.0`	indirect
PyPI	tornado	`6.5.5`	indirect
PyPI	tornado	`6.5.7`	indirect
PyPI	tornado	`6.5.8`	indirect
PyPI	tox	`4.56.1`	indirect
PyPI	tox-uv	`1.35.2`	indirect
PyPI	tox-uv-bare	`1.35.2`	indirect
PyPI	tree-math	`0.2.1`	indirect
PyPI	treelib	`1.8.0`	indirect
PyPI	treescope	`0.1.10`	indirect
PyPI	trimesh	`4.12.2`	indirect
PyPI	triton	`3.4.0`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	triton	`3.7.1`	indirect
PyPI	tropycal	`—`	indirect
PyPI	trove-classifiers	`2026.1.14.14`	indirect
PyPI	trove-classifiers	`2026.6.1.19`	indirect
PyPI	truststore	`0.10.4`	indirect
PyPI	typer	`0.24.1`	indirect
PyPI	typer	`0.25.1`	indirect
PyPI	typer-slim	`0.21.1`	indirect
PyPI	types-cffi	`2.0.0.20260518`	indirect
PyPI	types-pyopenssl	`24.1.0.20240722`	indirect
PyPI	types-redis	`4.6.0.20241004`	indirect
PyPI	types-requests	`2.33.0.20260518`	indirect
PyPI	types-setuptools	`82.0.0.20260518`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	url-normalize	`2.2.1`	indirect
PyPI	url-normalize	`3.0.0`	indirect
PyPI	urllib3	`—`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	userpath	`1.9.2`	indirect
PyPI	uv	`0.11.26`	indirect
PyPI	uvicorn	`—`	indirect
PyPI	uvicorn	`0.49.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	varint	`1.0.2`	indirect
PyPI	verspec	`0.1.0`	indirect
PyPI	virtualenv	`21.5.1`	indirect
PyPI	wadler-lindig	`0.1.7`	indirect
PyPI	wandb	`0.25.1`	indirect
PyPI	wandb	`0.28.0`	indirect
PyPI	warp-lang	`1.14.0`	indirect
PyPI	warp-lang	`1.15.0`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	watchfiles	`1.2.0`	indirect
PyPI	wcmatch	`10.2`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	weathernext	`0.3.1.dev0`	indirect
PyPI	websockets	`16.0`	indirect
PyPI	werkzeug	`3.1.8`	indirect
PyPI	win32-setctime	`1.2.0`	indirect
PyPI	wrapt	`2.0.1`	indirect
PyPI	wrapt	`2.1.2`	indirect
PyPI	wrapt	`2.2.2`	indirect
PyPI	xarray-tensorstore	`0.3.0`	indirect
PyPI	xattr	`1.3.0`	indirect
PyPI	xformers	`0.0.35`	indirect
PyPI	xxhash	`3.8.0`	indirect
PyPI	xyzservices	`2025.11.0`	indirect
PyPI	xyzservices	`2026.3.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	yarl	`1.23.0`	indirect
PyPI	yarl	`1.24.2`	indirect
PyPI	zarrdump	`—`	indirect
PyPI	zensical	`0.0.53`	indirect
PyPI	zict	`3.0.0`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zipp	`4.1.0`	indirect

Dependency advisories not assessed

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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.

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