Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-09 10:33 UTC

equinor / ert

ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES) and Ensemble Smoother with Multiple Data Assimilation (ES-MDA).

PythonGPL-3.0★ 162 stars⑂ 145 forkssince Apr 2017View on GitHub ↗

KindCommand-line toolLibraryNetwork serviceDesktop applicationhow this is determined

#python #simulation #scientific

equinor/ert 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 Community & Adoption (74/100). It was last updated today. 2 contributors account 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 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

EquinorOrganization · verified domain

1,833 followers761 public repossince Dec 2010

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	ert	26.0.1	19,915	620	0 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

36/36	Push recency — last push 0 days ago
36/36	Commit cadence — 52/52 weeks with commits
18/18	Commit volume — 1,995 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	1,995
human_commit_share	0.95
days_since_last_push	0
active_weeks_last_year	52

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 0 days ago
27/27	Release cadence — a release every ~3.4 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	26.0.1
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	3.4

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?

74Good · 17% of overall

Popularity & adoption

60Moderate

How it's scored

35.8/60	Stars — 162 stars
18/25	Forks — 145 forks
6/15	Watchers — 13 watchers

Inputs used

forks	145
stars	162
watchers	13
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (GPL-3.0)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	6
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	codecov.io, github.com, shields.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

72Good

How it's scored

57.3/80	Monthly downloads — 19,915 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	ert
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	19,915
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?

86Excellent · 23% of overall

Maintainer resilience (bus factor)

61Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
12.3/22.5	Commit distribution — top contributor authored 45% of commits
13.5/13.5	Contributor breadth — 79 contributors
10/10	OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations

Inputs used

bus_factor	2
contributors_sampled	79
top_contributor_share	0.453

Issue & PR responsiveness

93Exceptional

How it's scored

39.1/42	Issue resolution — 93% of issues closed
25.8/30	PR acceptance — 7,950/9,259 decided PRs merged
13/13	Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	7,950
open_issues	362
closed_issues	4,852
prs_merged_7d	31
prs_decided_7d	37
prs_merged_30d	39
prs_decided_30d	45
issue_closed_ratio	0.931
closed_unmerged_prs	1,309
first_time_authors_30d	1
first_time_prs_merged_30d	1
first_time_prs_decided_30d	1

Ownership & stewardship

98Exceptional

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
23.5/25	Owner reach — 1,833 followers of equinor
25/25	Track record — 761 public repos, account ~15 yr old

Inputs used

followers	1,833
owner_type	Organization
is_verified	yes
owner_login	equinor
public_repos	761
account_age_days	5,775

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 — 620 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	ert
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 18 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 18 out of 18 merged PRs checked by a CI test -- score normalized to 10

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://ert.readthedocs.io/en/latest/
10/10	Repository description
10/10	Topics — 3 topics
0/10	Wiki

Inputs used

topics	python, simulation, scientific
has_wiki	no
homepage	https://ert.readthedocs.io/en/latest/
docs_site	https://ert.readthedocs.io/en/latest/
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?

82Excellent · 16% of overall

Security posture

77Good

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
6/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 18 out of 18 merged PRs checked by a CI test -- score normalized to 10
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 7 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 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
4.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	7.7

Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	306
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 306 resolved dependencies against OSV. 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.

76Good · 4% of overall

Agent context & guidance

74Good

How it's scored

45/45	Agent instructions — .github/copilot-instructions.md
0/15	Machine-readable docs (llms.txt)
29.2/40	Legible commit history — 52 of 95 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.547
agent_instruction_files	.github/copilot-instructions.md
agent_instruction_max_bytes	10,836

Verify loop (build / test / typecheck)

89Excellent

How it's scored

18/18	One-command bootstrap — justfile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff])
11/11	Static type checking — .mypy.ini
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
8/8	Automated maintenance — 3 of the last 100 commits are automated dependency updates
9/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	justfile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	.mypy.ini
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0.03

Code legibility for models

82Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (.mypy.ini)
54.7/55	Manageable file sizes — 6/1,025 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	108,327
source_files_sampled	1,025
oversized_source_files	6

Machine-readable interfaces

40Weak

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	network-service

Key facts

162GitHub stars

79contributors

1,995commits, last 12 months

0days since last push

100releases

2bus factor

362open 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:ert@26.0.1; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 145 ⇿

0Stars

145Forks

95Releases

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 8Minor 1Patch 58

Each point covers 9 days.

OpenSSF Scorecard 7.7 / 10

7.7aggregate

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 · 2026-10-09 10:32 UTC

10	Binary-Artifacts	no binaries found in the repo
8	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 7 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 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
9	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 9
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected

Direct dependencies 59

Registry	Package	Version constraint	Manifest
PyPI	aiohttp	`—`	pyproject.toml
PyPI	anyio	`—`	pyproject.toml
PyPI	cryptography	`—`	pyproject.toml
PyPI	decorator	`—`	pyproject.toml
PyPI	dnspython	`>= 2`	pyproject.toml
PyPI	fastapi	`—`	pyproject.toml
PyPI	fastexcel	`>=0.14.0`	pyproject.toml
PyPI	filelock	`—`	pyproject.toml
PyPI	graphite-maps	`>= 0.0.10`	pyproject.toml
PyPI	httpx	`—`	pyproject.toml
PyPI	httpx-retries	`—`	pyproject.toml
PyPI	humanize	`—`	pyproject.toml
PyPI	iterative-ensemble-smoother	`>=1.2.0`	pyproject.toml
PyPI	jinja2	`>= 2.10`	pyproject.toml
PyPI	lark	`—`	pyproject.toml
PyPI	lxml	`—`	pyproject.toml
PyPI	matplotlib	`>=3.11.1`	pyproject.toml
PyPI	netCDF4	`—`	pyproject.toml
PyPI	networkx	`—`	pyproject.toml
PyPI	numpy	`—`	pyproject.toml
PyPI	openpyxl	`—`	pyproject.toml
PyPI	opentelemetry-api	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-threading	`—`	pyproject.toml
PyPI	opentelemetry-sdk	`—`	pyproject.toml
PyPI	orjson	`—`	pyproject.toml
PyPI	packaging	`—`	pyproject.toml
PyPI	pandas	`—`	pyproject.toml
PyPI	pluggy	`>=1.3.0`	pyproject.toml
PyPI	polars	`>=1.36.0`	pyproject.toml
PyPI	probabilit	`>=0.5.0`	pyproject.toml
PyPI	progressbar2	`—`	pyproject.toml
PyPI	psutil	`—`	pyproject.toml
PyPI	pyarrow	`—`	pyproject.toml
PyPI	pydantic	`> 2`	pyproject.toml
PyPI	pyqt6	`< 6.10.0`	pyproject.toml
PyPI	python-dateutil	`—`	pyproject.toml
PyPI	python-multipart	`—`	pyproject.toml
PyPI	pyyaml	`—`	pyproject.toml
PyPI	pyzmq	`—`	pyproject.toml
PyPI	requests	`—`	pyproject.toml
PyPI	resfo	`>=5.0.0`	pyproject.toml
PyPI	ropt-dakota	`>=0.29,<0.30`	pyproject.toml
PyPI	ropt	`>=0.29,<0.30`	pyproject.toml
PyPI	ruamel.yaml	`—`	pyproject.toml
PyPI	scipy	`>= 1.10.1`	pyproject.toml
PyPI	seaborn	`—`	pyproject.toml
PyPI	surfio	`>=0.0.11`	pyproject.toml
PyPI	tables	`—`	pyproject.toml
PyPI	tabulate	`—`	pyproject.toml
PyPI	tqdm	`>=4.62.0`	pyproject.toml
PyPI	typing_extensions	`>=4.5`	pyproject.toml
PyPI	uvicorn	`>= 0.17.0`	pyproject.toml
PyPI	websockets	`—`	pyproject.toml
PyPI	xarray	`—`	pyproject.toml
PyPI	xtgeo	`>= 3.3.0`	pyproject.toml
PyPI	resfo-utilities	`>=1.1.0`	pyproject.toml
PyPI	natsort	`>=8.4.0`	pyproject.toml
PyPI	shapely	`>=2.1.2`	pyproject.toml
PyPI	python-calamine	`>=0.8.2`	pyproject.toml

All dependencies 306

Full resolved dependency set from the GitHub dependency graph: 59 direct and 247 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiohttp	`3.14.3`	direct
PyPI	anyio	`4.15.1`	direct
PyPI	cryptography	`50.0.1`	direct
PyPI	decorator	`5.3.1`	direct
PyPI	dnspython	`2.8.0`	direct
PyPI	fastapi	`0.141.1`	direct
PyPI	fastexcel	`0.21.0`	direct
PyPI	filelock	`4.0.5`	direct
PyPI	graphite-maps	`0.0.11`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	httpx-retries	`0.6.0`	direct
PyPI	humanize	`4.16.0`	direct
PyPI	iterative-ensemble-smoother	`1.3.0`	direct
PyPI	jinja2	`3.1.6`	direct
PyPI	lark	`1.3.1`	direct
PyPI	lxml	`6.1.3`	direct
PyPI	matplotlib	`3.11.2`	direct
PyPI	natsort	`8.4.0`	direct
PyPI	netcdf4	`1.7.4`	direct
PyPI	networkx	`3.7`	direct
PyPI	numpy	`2.5.3`	direct
PyPI	openpyxl	`3.1.5`	direct
PyPI	opentelemetry-api	`1.45.0`	direct
PyPI	opentelemetry-instrumentation-threading	`0.66b0`	direct
PyPI	opentelemetry-sdk	`1.45.0`	direct
PyPI	orjson	`3.12.0`	direct
PyPI	packaging	`26.3`	direct
PyPI	pandas	`3.0.6`	direct
PyPI	pluggy	`1.6.0`	direct
PyPI	polars	`1.44.2`	direct
PyPI	probabilit	`0.5.0`	direct
PyPI	progressbar2	`4.6.0`	direct
PyPI	psutil	`7.2.2`	direct
PyPI	pyarrow	`25.0.1`	direct
PyPI	pydantic	`2.13.5`	direct
PyPI	pyqt6	`6.9.1`	direct
PyPI	python-calamine	`0.8.2`	direct
PyPI	python-dateutil	`2.9.0.post0`	direct
PyPI	python-multipart	`0.0.32`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	pyzmq	`27.2.0`	direct
PyPI	requests	`2.34.2`	direct
PyPI	resfo	`5.0.1`	direct
PyPI	resfo-utilities	`1.1.1`	direct
PyPI	ropt	`0.29.0`	direct
PyPI	ropt-dakota	`0.29.0`	direct
PyPI	ruamel-yaml	`0.19.1`	direct
PyPI	scipy	`1.18.1`	direct
PyPI	seaborn	`0.13.2`	direct
PyPI	shapely	`2.1.2`	direct
PyPI	surfio	`0.0.24`	direct
PyPI	tables	`3.11.1`	direct
PyPI	tabulate	`0.10.0`	direct
PyPI	tqdm	`4.70.1`	direct
PyPI	typing-extensions	`4.16.0`	direct
PyPI	uvicorn	`0.54.0`	direct
PyPI	websockets	`17.1`	direct
PyPI	xarray	`2026.7.0`	direct
PyPI	xtgeo	`4.26.0`	direct
PyPI	accessible-pygments	`0.0.5`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	alabaster	`1.0.0`	indirect
PyPI	annotated-doc	`0.0.5`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	appnope	`1.0.0`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`26.1.0`	indirect
PyPI	arrow	`1.4.0`	indirect
PyPI	ast-serialize	`0.11.2`	indirect
PyPI	astroid	`4.3.2`	indirect
PyPI	asttokens	`3.0.2`	indirect
PyPI	async-lru	`2.3.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	beautifulsoup4	`4.15.0`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	blosc2	`4.13.1`	indirect
PyPI	carolina	`2.0.5`	indirect
PyPI	certifi	`2026.7.22`	indirect
PyPI	cffi	`2.1.1`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	cftime	`1.6.5`	indirect
PyPI	charset-normalizer	`3.5.1`	indirect
PyPI	clarabel	`0.11.1`	indirect
PyPI	click	`8.5.0`	indirect
PyPI	cloudpickle	`3.1.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	contourpy	`1.4.0`	indirect
PyPI	coverage	`7.16.2`	indirect
PyPI	cssselect	`1.5.0`	indirect
PyPI	cvxpy	`1.9.3`	indirect
PyPI	cwrap	`1.6.16`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	dataclasses-json	`0.6.7`	indirect
PyPI	debugpy	`1.8.22`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	distlib	`0.4.3`	indirect
PyPI	docutils	`0.22.4`	indirect
PyPI	emcee	`3.1.6`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastjsonschema	`2.22.2`	indirect
PyPI	fonttools	`4.66.0`	indirect
PyPI	fqdn	`1.6.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	furo	`2025.12.19`	indirect
PyPI	gaussianfft	`1.1.4`	indirect
PyPI	gstools	`1.7.0`	indirect
PyPI	gstools-cython	`1.2.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.4.1`	indirect
PyPI	h5py	`3.16.0`	indirect
PyPI	hankel	`1.2.2`	indirect
PyPI	hdf5plugin	`7.1.0`	indirect
PyPI	highspy	`1.15.1`	indirect
PyPI	hpack	`4.2.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	hypothesis	`6.168.3`	indirect
PyPI	identify	`2.6.20`	indirect
PyPI	idna	`3.20`	indirect
PyPI	imageio	`2.38.0`	indirect
PyPI	imagesize	`2.0.1`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipykernel	`7.3.0`	indirect
PyPI	ipython	`9.17.1`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	ipywidgets	`8.1.9`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	joblib	`1.6.0`	indirect
PyPI	json-schema-for-humans	`1.5.1`	indirect
PyPI	json5	`0.15.0`	indirect
PyPI	jsonpath-ng	`1.8.0`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter	`1.1.1`	indirect
PyPI	jupyter-builder	`1.2.3`	indirect
PyPI	jupyter-client	`8.10.0`	indirect
PyPI	jupyter-console	`6.6.3`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.1`	indirect
PyPI	jupyter-lsp	`2.3.1`	indirect
PyPI	jupyter-server	`2.21.1`	indirect
PyPI	jupyter-server-terminals	`0.5.4`	indirect
PyPI	jupyterlab	`4.6.4`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.28.1`	indirect
PyPI	jupyterlab-widgets	`3.0.17`	indirect
PyPI	jupytext	`1.19.5`	indirect
PyPI	kiwisolver	`1.5.1`	indirect
PyPI	lazy-loader	`0.6`	indirect
PyPI	librt	`0.15.0`	indirect
PyPI	linkify-it-py	`2.2.0`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markdown2	`2.5.5`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow	`3.26.2`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	mdit-py-plugins	`0.6.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	memray	`1.20.0`	indirect
PyPI	meshio	`5.3.5`	indirect
PyPI	mistune	`3.3.4`	indirect
PyPI	mpmath	`1.4.1`	indirect
PyPI	msgpack	`1.2.2`	indirect
PyPI	multidict	`6.9.1`	indirect
PyPI	mypy	`2.3.1`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	narwhals	`2.26.0`	indirect
PyPI	nbclient	`0.11.0`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbformat	`5.11.1`	indirect
PyPI	nbsphinx	`0.9.8`	indirect
PyPI	ndindex	`1.10.1`	indirect
PyPI	nest-asyncio2	`1.7.3`	indirect
PyPI	nodeenv	`1.11.0`	indirect
PyPI	notebook	`7.6.3`	indirect
PyPI	notebook-shim	`0.2.4`	indirect
PyPI	numexpr	`2.14.2`	indirect
PyPI	oil-reservoir-synthesizer	`0.2.0`	indirect
PyPI	opentelemetry-instrumentation	`0.66b0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.66b0`	indirect
PyPI	osqp	`1.1.3`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	platformdirs	`4.12.1`	indirect
PyPI	polars-runtime-32	`1.44.2`	indirect
PyPI	pre-commit	`4.6.2`	indirect
PyPI	prometheus-client	`0.26.0`	indirect
PyPI	prompt-toolkit	`3.0.53`	indirect
PyPI	propcache	`0.5.4`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.4`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	py-cpuinfo2	`10.1.1`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic-core	`2.46.5`	indirect
PyPI	pyevtk	`1.7.0`	indirect
PyPI	pygments	`2.21.0`	indirect
PyPI	pyparsing	`3.3.3`	indirect
PyPI	pyqt6-qt6	`6.9.2`	indirect
PyPI	pyqt6-sip	`13.12.0`	indirect
PyPI	pytest	`9.1.1`	indirect
PyPI	pytest-asyncio	`1.4.0`	indirect
PyPI	pytest-benchmark	`5.3.0`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-durations	`1.9.0`	indirect
PyPI	pytest-memray	`1.11.0`	indirect
PyPI	pytest-mock	`3.16.0`	indirect
PyPI	pytest-mpl	`0.19.0`	indirect
PyPI	pytest-qt	`4.5.0`	indirect
PyPI	pytest-raises	`0.11`	indirect
PyPI	pytest-rerunfailures	`16.7`	indirect
PyPI	pytest-snapshot	`0.9.0`	indirect
PyPI	pytest-timeout	`2.4.0`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-discovery	`1.6.1`	indirect
PyPI	python-json-logger	`4.2.0`	indirect
PyPI	python-utils	`4.0.1`	indirect
PyPI	pytz	`2026.4`	indirect
PyPI	pywinpty	`3.0.5`	indirect
PyPI	qdldl	`0.1.9.post1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	resdata	`6.3.5`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rfc3987-syntax	`1.1.0`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	roffio	`1.1.1`	indirect
PyPI	roman-numerals	`4.1.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	rust-just	`1.58.0`	indirect
PyPI	scikit-image	`0.26.0`	indirect
PyPI	scikit-learn	`1.9.1`	indirect
PyPI	scs	`3.3.1`	indirect
PyPI	segyio	`1.9.14`	indirect
PyPI	send2trash	`2.1.0`	indirect
PyPI	setuptools	`84.0.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	snowballstemmer	`3.1.1`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soupsieve	`2.10`	indirect
PyPI	sparsediffpy	`0.6.1`	indirect
PyPI	sphinx	`9.1.0`	indirect
PyPI	sphinx-argparse	`0.6.1`	indirect
PyPI	sphinx-autoapi	`3.8.1`	indirect
PyPI	sphinx-autobuild	`2025.8.25`	indirect
PyPI	sphinx-basic-ng	`1.0.0b2`	indirect
PyPI	sphinx-copybutton	`0.5.2`	indirect
PyPI	sphinxcontrib-applehelp	`2.0.0`	indirect
PyPI	sphinxcontrib-datatemplates	`0.11.0`	indirect
PyPI	sphinxcontrib-devhelp	`2.0.0`	indirect
PyPI	sphinxcontrib-htmlhelp	`2.1.0`	indirect
PyPI	sphinxcontrib-jsmath	`1.0.1`	indirect
PyPI	sphinxcontrib-qthelp	`2.0.0`	indirect
PyPI	sphinxcontrib-runcmd	`0.2.0`	indirect
PyPI	sphinxcontrib-serializinghtml	`2.0.0`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`1.7.0`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	textual	`8.2.8`	indirect
PyPI	threadpoolctl	`3.7.0`	indirect
PyPI	tifffile	`2026.9.20`	indirect
PyPI	tinycss2	`1.5.1`	indirect
PyPI	tornado	`6.5.10`	indirect
PyPI	traitlets	`5.16.1`	indirect
PyPI	types-decorator	`5.2.0.20260712`	indirect
PyPI	types-docutils	`0.23.0.20260923`	indirect
PyPI	types-html5lib	`1.1.11.20260518`	indirect
PyPI	types-lxml	`2026.2.16`	indirect
PyPI	types-networkx	`3.6.1.20260911`	indirect
PyPI	types-openpyxl	`3.1.5.20260827`	indirect
PyPI	types-psutil	`7.2.2.20260906`	indirect
PyPI	types-python-dateutil	`2.9.0.20260807`	indirect
PyPI	types-pyyaml	`6.0.12.20260906`	indirect
PyPI	types-requests	`2.33.0.20260906`	indirect
PyPI	types-setuptools	`84.0.0.20260812`	indirect
PyPI	types-shapely	`2.1.0.20260728`	indirect
PyPI	types-tabulate	`0.10.0.20260508`	indirect
PyPI	types-tqdm	`4.70.0.20260906`	indirect
PyPI	types-webencodings	`0.6.0.20260907`	indirect
PyPI	typing-inspect	`0.9.0`	indirect
PyPI	typing-inspection	`0.4.4`	indirect
PyPI	tzdata	`2026.4`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	urllib3	`2.8.0`	indirect
PyPI	virtualenv	`21.14.5`	indirect
PyPI	watchfiles	`1.3.0`	indirect
PyPI	wcwidth	`0.9.1`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webencodings	`0.6.1`	indirect
PyPI	websocket-client	`1.9.2`	indirect
PyPI	widgetsnbextension	`4.0.16`	indirect
PyPI	wrapt	`2.5.0`	indirect
PyPI	xlsxwriter	`3.2.9`	indirect
PyPI	xtgeoviz	`0.3.2`	indirect
PyPI	yarl	`1.25.1`	indirect

Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 306 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

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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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.

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