Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-08-01 10:06 UTC

datologyai / luxical

Python · Jupyter NotebookApache-2.0★ 81 stars⑂ 7 forkssince Nov 2025View on GitHub ↗

datologyai/luxical holds a health index of 36 out of 100, placing it in the Weak band. It scores highest on AI Readiness (61/100) and lowest on Vitality (29/100). It was last updated 231 days ago. A single contributor accounts for most of its recent work.

overall / 100

Weak

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 41 is calibrated to 36 on the published index scale (record calibration 2026-08-02).

Ownership

datologyaiOrganization

24 followers15 public repossince Oct 2023

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	luxical	1.1.2	-	3	249 days ago
PyPI	arrow-tokenize	1.0.2	-	3	249 days ago

Metrics by category

Vitality

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

29At Risk · 21% of overall

Development activity

15Critical

How it's scored

3.6/36	Push recency — last push 231 days ago
2.1/36	Commit cadence — 3/52 weeks with commits
9.7/18	Commit volume — 11 commits in the last year
0/10	OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0

Inputs used

commits_last_year	11
human_commit_share	—
days_since_last_push	231
active_weeks_last_year	3

Release discipline

50Moderate

How it's scored

16.2/27	Ships releases — 1 version tags (no GitHub releases)
16.2/36	Release recency — latest release 249 days ago
12.6/27	Release cadence — cadence unknown (single release)
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	1
latest_release_tag	v1.1.1
releases_from_tags	yes
days_since_latest_release	249
mean_days_between_releases	—

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?

43Weak · 17% of overall

Popularity & adoption

37Weak

How it's scored

30.9/60	Stars — 81 stars
6.5/25	Forks — 7 forks
0/15	Watchers — 2 watchers

Inputs used

forks	7
stars	81
watchers	2
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

50Moderate

How it's scored

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

Inputs used

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

Sustainability & Governance

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

35Weak · 23% of overall

Maintainer resilience (bus factor)

17Critical

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
2/22.5	Commit distribution — top contributor authored 91% of commits
2.7/13.5	Contributor breadth — 2 contributors
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Inputs used

bus_factor	1
contributors_sampled	2
top_contributor_share	0.909

Issue & PR responsiveness

1Critical

How it's scored

0/42	Issue resolution — no issues or no data
0/30	PR acceptance — no decided pull requests or no data
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 0/11 approved changesets -- score normalized to 0

Inputs used

merged_prs	0
open_issues	0
closed_issues	0
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	—
closed_unmerged_prs	0
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, newcomer_pr_acceptance. Remaining weights renormalized.

Ownership & stewardship

54Moderate

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
10.1/25	Owner reach — 24 followers of datologyai
14.4/25	Track record — 15 public repos, account ~2 yr old

Inputs used

followers	24
owner_type	Organization
is_verified	—
owner_login	datologyai
public_repos	15
account_age_days	1,033

Package maintenance

83Excellent

How it's scored

25/25	Published & resolvable — 2 package(s) on pypi
26/35	Publish recency — latest publish 249 days ago
12/20	Version history — 3 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	luxical, arrow-tokenize
ecosystems	pypi
any_deprecated	no
min_days_since_publish	249

Engineering Quality

Are baseline engineering and documentation practices in place?

54Moderate · 19% of overall

Engineering practices

60Moderate

How it's scored

24/24	CI workflows — 1 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — no data

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

45Weak

How it's scored

30/30	README
0/25	Documentation directory
15/15	Documentation / homepage site — https://www.datologyai.com
0/10	Repository description
0/10	Topics
0/10	Wiki

Inputs used

topics	—
has_wiki	no
homepage	https://www.datologyai.com
has_readme	yes
has_docs_dir	no
has_description	no

Security

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

40Weak · 16% of overall

Security posture

25At Risk

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
0/2.5	CI-Tests — no data
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/11 approved changesets -- score normalized to 0
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
0/7.5	Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5	Packaging — no data
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — no SAST tool detected
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 137 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	14
scorecard_version	v5.5.0
checks_inconclusive	4
scorecard_aggregate	2.5

Excluded from scoring (no data or not applicable): branch_protection, ci_tests, packaging, 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
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	28
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:luxical@1.1.2 runtime dependency closure — what installing the published package pulls in — 28 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.

61Moderate · 4% of overall

Agent context & guidance

75Good

How it's scored

45/45	Agent instructions — AGENTS.md
0/15	Machine-readable docs (llms.txt)
0/40	Legible commit history — no data

Inputs used

has_llms_txt	no
legible_history_share	—
agent_instruction_files	AGENTS.md
agent_instruction_max_bytes	3,058

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

61Moderate

How it's scored

18/18	One-command bootstrap — justfile
22/22	Automated tests
0/11	Lint / format config
0/11	Static type checking
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no data
0/8	Automated maintenance — no data
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	Cargo.lock, uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	justfile
has_devcontainer	no
has_linter_config	no
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	arrow_tokenize/Cargo.toml
dependency_bot_commit_share	—

Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

55Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
55/55	Manageable file sizes — 0/22 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	20,352
source_files_sampled	22
oversized_source_files	0

Machine-readable interfaces

40Weak

How it's scored

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

Inputs used

example_dirs	notebooks
has_mcp_signal	no
api_schema_files	—

Key facts

81GitHub stars

2contributors

11commits, last 12 months

231days since last push

1releases

1bus factor

0open issues

crates.io, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch crates package 'arrow_tokenize' from its registry

More detail

Star and fork history 0 ★ / 7 ⇿

0Stars

7Forks

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.

OpenSSF Scorecard 2.5 / 10

2.5aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-01 10:06 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
n/a	CI-Tests	no pull request found
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/11 approved changesets -- score normalized to 0
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
0	Maintained	0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/a	Packaging	packaging workflow not detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	no SAST tool detected
0	Security-Policy	security policy file not detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	137 existing vulnerabilities detected

Direct dependencies 16

Registry	Package	Version constraint	Manifest
crates.io	tokenizers	`0.21.1`	arrow_tokenize/Cargo.toml
crates.io	pyo3	`0.24.1`	arrow_tokenize/Cargo.toml
crates.io	arrow	`55.1.0`	arrow_tokenize/Cargo.toml
crates.io	arrow-array	`55.1.0`	arrow_tokenize/Cargo.toml
crates.io	arrow-data	`55.1.0`	arrow_tokenize/Cargo.toml
crates.io	rayon	`1.10.0`	arrow_tokenize/Cargo.toml
PyPI	pyarrow	`>=20.0.0`	arrow_tokenize/pyproject.toml
PyPI	tokenizers	`>=0.21.1`	arrow_tokenize/pyproject.toml
PyPI	arrow-tokenize	`—`	pyproject.toml
PyPI	numba	`>=0.61.2`	pyproject.toml
PyPI	scipy	`>=1.15.3`	pyproject.toml
PyPI	torch	`>=2.5.0`	pyproject.toml
PyPI	tqdm	`>=4.65.0`	pyproject.toml
PyPI	uniplot	`>=0.21.2`	pyproject.toml
PyPI	s3fs	`>=2024.9.0`	pyproject.toml
PyPI	fsspec	`>=2024.9.0`	pyproject.toml

All dependencies 444

Full resolved dependency set from the GitHub dependency graph: 18 direct and 426 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
crates.io	arrow	`55.1.0`	direct
crates.io	arrow-array	`55.1.0`	direct
crates.io	arrow-data	`55.1.0`	direct
crates.io	pyo3	`0.24.2`	direct
crates.io	rayon	`1.10.0`	direct
crates.io	tokenizers	`0.21.1`	direct
PyPI	fsspec	`2025.10.0`	direct
PyPI	fsspec	`2025.5.1`	direct
PyPI	numba	`0.62.1`	direct
PyPI	pyarrow	`20.0.0`	direct
PyPI	pyarrow	`22.0.0`	direct
PyPI	s3fs	`2025.10.0`	direct
PyPI	scipy	`1.16.3`	direct
PyPI	tokenizers	`0.21.1`	direct
PyPI	tokenizers	`0.22.1`	direct
PyPI	torch	`2.9.1`	direct
PyPI	tqdm	`4.67.1`	direct
PyPI	uniplot	`0.21.4`	direct
crates.io	adler2	`2.0.0`	indirect
crates.io	ahash	`0.8.12`	indirect
crates.io	aho-corasick	`1.1.3`	indirect
crates.io	android-tzdata	`0.1.1`	indirect
crates.io	android_system_properties	`0.1.5`	indirect
crates.io	arrow-arith	`55.1.0`	indirect
crates.io	arrow-buffer	`55.1.0`	indirect
crates.io	arrow-cast	`55.1.0`	indirect
crates.io	arrow-csv	`55.1.0`	indirect
crates.io	arrow-ipc	`55.1.0`	indirect
crates.io	arrow-json	`55.1.0`	indirect
crates.io	arrow-ord	`55.1.0`	indirect
crates.io	arrow-row	`55.1.0`	indirect
crates.io	arrow-schema	`55.1.0`	indirect
crates.io	arrow-select	`55.1.0`	indirect
crates.io	arrow-string	`55.1.0`	indirect
crates.io	atoi	`2.0.0`	indirect
crates.io	autocfg	`1.4.0`	indirect
crates.io	base64	`0.13.1`	indirect
crates.io	base64	`0.22.1`	indirect
crates.io	bitflags	`2.9.1`	indirect
crates.io	bumpalo	`3.18.1`	indirect
crates.io	byteorder	`1.5.0`	indirect
crates.io	bytes	`1.10.1`	indirect
crates.io	cc	`1.2.26`	indirect
crates.io	cfg-if	`1.0.0`	indirect
crates.io	chrono	`0.4.41`	indirect
crates.io	console	`0.15.11`	indirect
crates.io	const-random	`0.1.18`	indirect
crates.io	const-random-macro	`0.1.16`	indirect
crates.io	core-foundation-sys	`0.8.7`	indirect
crates.io	crc32fast	`1.4.2`	indirect
crates.io	crossbeam-deque	`0.8.6`	indirect
crates.io	crossbeam-epoch	`0.9.18`	indirect
crates.io	crossbeam-utils	`0.8.21`	indirect
crates.io	crunchy	`0.2.3`	indirect
crates.io	csv	`1.3.1`	indirect
crates.io	csv-core	`0.1.12`	indirect
crates.io	darling	`0.20.11`	indirect
crates.io	darling_core	`0.20.11`	indirect
crates.io	darling_macro	`0.20.11`	indirect
crates.io	derive_builder	`0.20.2`	indirect
crates.io	derive_builder_core	`0.20.2`	indirect
crates.io	derive_builder_macro	`0.20.2`	indirect
crates.io	dirs	`5.0.1`	indirect
crates.io	dirs-sys	`0.4.1`	indirect
crates.io	displaydoc	`0.2.5`	indirect
crates.io	either	`1.15.0`	indirect
crates.io	encode_unicode	`1.0.0`	indirect
crates.io	equivalent	`1.0.2`	indirect
crates.io	esaxx-rs	`0.1.10`	indirect
crates.io	flatbuffers	`25.2.10`	indirect
crates.io	flate2	`1.1.2`	indirect
crates.io	fnv	`1.0.7`	indirect
crates.io	form_urlencoded	`1.2.1`	indirect
crates.io	getrandom	`0.2.16`	indirect
crates.io	getrandom	`0.3.3`	indirect
crates.io	half	`2.6.0`	indirect
crates.io	hashbrown	`0.15.4`	indirect
crates.io	heck	`0.5.0`	indirect
crates.io	hf-hub	`0.4.2`	indirect
crates.io	http	`1.3.1`	indirect
crates.io	iana-time-zone	`0.1.63`	indirect
crates.io	iana-time-zone-haiku	`0.1.2`	indirect
crates.io	icu_collections	`2.0.0`	indirect
crates.io	icu_locale_core	`2.0.0`	indirect
crates.io	icu_normalizer	`2.0.0`	indirect
crates.io	icu_normalizer_data	`2.0.0`	indirect
crates.io	icu_properties	`2.0.1`	indirect
crates.io	icu_properties_data	`2.0.1`	indirect
crates.io	icu_provider	`2.0.0`	indirect
crates.io	ident_case	`1.0.1`	indirect
crates.io	idna	`1.0.3`	indirect
crates.io	idna_adapter	`1.2.1`	indirect
crates.io	indexmap	`2.9.0`	indirect
crates.io	indicatif	`0.17.11`	indirect
crates.io	indoc	`2.0.6`	indirect
crates.io	itertools	`0.11.0`	indirect
crates.io	itertools	`0.13.0`	indirect
crates.io	itoa	`1.0.15`	indirect
crates.io	js-sys	`0.3.77`	indirect
crates.io	lazy_static	`1.5.0`	indirect
crates.io	lexical-core	`1.0.5`	indirect
crates.io	lexical-parse-float	`1.0.5`	indirect
crates.io	lexical-parse-integer	`1.0.5`	indirect
crates.io	lexical-util	`1.0.6`	indirect
crates.io	lexical-write-float	`1.0.5`	indirect
crates.io	lexical-write-integer	`1.0.5`	indirect
crates.io	libc	`0.2.172`	indirect
crates.io	libm	`0.2.15`	indirect
crates.io	libredox	`0.1.3`	indirect
crates.io	litemap	`0.8.0`	indirect
crates.io	log	`0.4.27`	indirect
crates.io	macro_rules_attribute	`0.2.2`	indirect
crates.io	macro_rules_attribute-proc_macro	`0.2.2`	indirect
crates.io	memchr	`2.7.4`	indirect
crates.io	memoffset	`0.9.1`	indirect
crates.io	minimal-lexical	`0.2.1`	indirect
crates.io	miniz_oxide	`0.8.8`	indirect
crates.io	monostate	`0.1.14`	indirect
crates.io	monostate-impl	`0.1.14`	indirect
crates.io	nom	`7.1.3`	indirect
crates.io	num	`0.4.3`	indirect
crates.io	num-bigint	`0.4.6`	indirect
crates.io	num-complex	`0.4.6`	indirect
crates.io	num-integer	`0.1.46`	indirect
crates.io	num-iter	`0.1.45`	indirect
crates.io	num-rational	`0.4.2`	indirect
crates.io	num-traits	`0.2.19`	indirect
crates.io	number_prefix	`0.4.0`	indirect
crates.io	once_cell	`1.21.3`	indirect
crates.io	onig	`6.5.1`	indirect
crates.io	onig_sys	`69.9.1`	indirect
crates.io	option-ext	`0.2.0`	indirect
crates.io	paste	`1.0.15`	indirect
crates.io	percent-encoding	`2.3.1`	indirect
crates.io	pkg-config	`0.3.32`	indirect
crates.io	portable-atomic	`1.11.1`	indirect
crates.io	potential_utf	`0.1.2`	indirect
crates.io	ppv-lite86	`0.2.21`	indirect
crates.io	proc-macro2	`1.0.95`	indirect
crates.io	pyo3-build-config	`0.24.2`	indirect
crates.io	pyo3-ffi	`0.24.2`	indirect
crates.io	pyo3-macros	`0.24.2`	indirect
crates.io	pyo3-macros-backend	`0.24.2`	indirect
crates.io	quote	`1.0.40`	indirect
crates.io	r-efi	`5.2.0`	indirect
crates.io	rand	`0.8.5`	indirect
crates.io	rand_chacha	`0.3.1`	indirect
crates.io	rand_core	`0.6.4`	indirect
crates.io	rayon-cond	`0.3.0`	indirect
crates.io	rayon-core	`1.12.1`	indirect
crates.io	redox_users	`0.4.6`	indirect
crates.io	regex	`1.11.1`	indirect
crates.io	regex-automata	`0.4.9`	indirect
crates.io	regex-syntax	`0.8.5`	indirect
crates.io	ring	`0.17.14`	indirect
crates.io	rustc_version	`0.4.1`	indirect
crates.io	rustls	`0.23.27`	indirect
crates.io	rustls-pki-types	`1.12.0`	indirect
crates.io	rustls-webpki	`0.103.3`	indirect
crates.io	rustversion	`1.0.21`	indirect
crates.io	ryu	`1.0.20`	indirect
crates.io	semver	`1.0.26`	indirect
crates.io	serde	`1.0.219`	indirect
crates.io	serde_derive	`1.0.219`	indirect
crates.io	serde_json	`1.0.140`	indirect
crates.io	shlex	`1.3.0`	indirect
crates.io	simdutf8	`0.1.5`	indirect
crates.io	smallvec	`1.15.1`	indirect
crates.io	socks	`0.3.4`	indirect
crates.io	spm_precompiled	`0.1.4`	indirect
crates.io	stable_deref_trait	`1.2.0`	indirect
crates.io	static_assertions	`1.1.0`	indirect
crates.io	strsim	`0.11.1`	indirect
crates.io	subtle	`2.6.1`	indirect
crates.io	syn	`2.0.101`	indirect
crates.io	synstructure	`0.13.2`	indirect
crates.io	target-lexicon	`0.13.2`	indirect
crates.io	thiserror	`1.0.69`	indirect
crates.io	thiserror	`2.0.12`	indirect
crates.io	thiserror-impl	`1.0.69`	indirect
crates.io	thiserror-impl	`2.0.12`	indirect
crates.io	tiny-keccak	`2.0.2`	indirect
crates.io	tinystr	`0.8.1`	indirect
crates.io	unicode-ident	`1.0.18`	indirect
crates.io	unicode-normalization-alignments	`0.1.12`	indirect
crates.io	unicode-segmentation	`1.12.0`	indirect
crates.io	unicode-width	`0.2.0`	indirect
crates.io	unicode_categories	`0.1.1`	indirect
crates.io	unindent	`0.2.4`	indirect
crates.io	untrusted	`0.9.0`	indirect
crates.io	ureq	`2.12.1`	indirect
crates.io	url	`2.5.4`	indirect
crates.io	utf8_iter	`1.0.4`	indirect
crates.io	version_check	`0.9.5`	indirect
crates.io	wasi	`0.11.0+wasi-snapshot-preview1`	indirect
crates.io	wasi	`0.14.2+wasi-0.2.4`	indirect
crates.io	wasm-bindgen	`0.2.100`	indirect
crates.io	wasm-bindgen-backend	`0.2.100`	indirect
crates.io	wasm-bindgen-macro	`0.2.100`	indirect
crates.io	wasm-bindgen-macro-support	`0.2.100`	indirect
crates.io	wasm-bindgen-shared	`0.2.100`	indirect
crates.io	web-time	`1.1.0`	indirect
crates.io	webpki-roots	`0.26.11`	indirect
crates.io	webpki-roots	`1.0.0`	indirect
crates.io	winapi	`0.3.9`	indirect
crates.io	winapi-i686-pc-windows-gnu	`0.4.0`	indirect
crates.io	winapi-x86_64-pc-windows-gnu	`0.4.0`	indirect
crates.io	windows-core	`0.61.2`	indirect
crates.io	windows-implement	`0.60.0`	indirect
crates.io	windows-interface	`0.59.1`	indirect
crates.io	windows-link	`0.1.1`	indirect
crates.io	windows-result	`0.3.4`	indirect
crates.io	windows-strings	`0.4.2`	indirect
crates.io	windows-sys	`0.48.0`	indirect
crates.io	windows-sys	`0.52.0`	indirect
crates.io	windows-sys	`0.59.0`	indirect
crates.io	windows-targets	`0.48.5`	indirect
crates.io	windows-targets	`0.52.6`	indirect
crates.io	windows_aarch64_gnullvm	`0.48.5`	indirect
crates.io	windows_aarch64_gnullvm	`0.52.6`	indirect
crates.io	windows_aarch64_msvc	`0.48.5`	indirect
crates.io	windows_aarch64_msvc	`0.52.6`	indirect
crates.io	windows_i686_gnu	`0.48.5`	indirect
crates.io	windows_i686_gnu	`0.52.6`	indirect
crates.io	windows_i686_gnullvm	`0.52.6`	indirect
crates.io	windows_i686_msvc	`0.48.5`	indirect
crates.io	windows_i686_msvc	`0.52.6`	indirect
crates.io	windows_x86_64_gnu	`0.48.5`	indirect
crates.io	windows_x86_64_gnu	`0.52.6`	indirect
crates.io	windows_x86_64_gnullvm	`0.48.5`	indirect
crates.io	windows_x86_64_gnullvm	`0.52.6`	indirect
crates.io	windows_x86_64_msvc	`0.48.5`	indirect
crates.io	windows_x86_64_msvc	`0.52.6`	indirect
crates.io	wit-bindgen-rt	`0.39.0`	indirect
crates.io	writeable	`0.6.1`	indirect
crates.io	yoke	`0.8.0`	indirect
crates.io	yoke-derive	`0.8.0`	indirect
crates.io	zerocopy	`0.8.25`	indirect
crates.io	zerocopy-derive	`0.8.25`	indirect
crates.io	zerofrom	`0.1.6`	indirect
crates.io	zerofrom-derive	`0.1.6`	indirect
crates.io	zeroize	`1.8.1`	indirect
crates.io	zerotrie	`0.2.2`	indirect
crates.io	zerovec	`0.11.2`	indirect
crates.io	zerovec-derive	`0.11.1`	indirect
PyPI	accelerate	`1.12.0`	indirect
PyPI	aiobotocore	`2.25.2`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.13.2`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	anyio	`4.11.0`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	arrow	`1.4.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-lru	`2.0.5`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	babel	`2.17.0`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	beautifulsoup4	`4.14.2`	indirect
PyPI	bleach	`6.3.0`	indirect
PyPI	botocore	`1.40.70`	indirect
PyPI	certifi	`2025.11.12`	indirect
PyPI	certifi	`2025.4.26`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	charset-normalizer	`3.4.2`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	cryptography	`46.0.3`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	datasets	`4.4.1`	indirect
PyPI	debugpy	`1.8.17`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	dill	`0.4.0`	indirect
PyPI	docutils	`0.22.3`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	fasttext	`0.9.3`	indirect
PyPI	filelock	`3.18.0`	indirect
PyPI	filelock	`3.20.0`	indirect
PyPI	fonttools	`4.60.1`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hf-xet	`1.1.3`	indirect
PyPI	hf-xet	`1.2.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	huggingface-hub	`0.32.4`	indirect
PyPI	huggingface-hub	`0.36.0`	indirect
PyPI	id	`1.5.0`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.11`	indirect
PyPI	importlib-metadata	`8.7.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipykernel	`7.1.0`	indirect
PyPI	ipython	`9.7.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	ipywidgets	`8.1.8`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.0.1`	indirect
PyPI	jaraco-functools	`4.3.0`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	joblib	`1.5.2`	indirect
PyPI	json5	`0.12.1`	indirect
PyPI	jsonpointer	`3.0.0`	indirect
PyPI	jsonschema	`4.25.1`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.6.3`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.0`	indirect
PyPI	jupyter-lsp	`2.3.0`	indirect
PyPI	jupyter-server	`2.17.0`	indirect
PyPI	jupyter-server-terminals	`0.5.3`	indirect
PyPI	jupyterlab	`4.5.0`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.28.0`	indirect
PyPI	jupyterlab-widgets	`3.0.16`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.4.9`	indirect
PyPI	lark	`1.3.1`	indirect
PyPI	llvmlite	`0.45.1`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.10.7`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	maturin	`1.10.2`	indirect
PyPI	maturin	`1.8.7`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mistune	`3.1.4`	indirect
PyPI	more-itertools	`10.8.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	multiprocess	`0.70.18`	indirect
PyPI	nbclient	`0.10.2`	indirect
PyPI	nbconvert	`7.16.6`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.6`	indirect
PyPI	nh3	`0.3.2`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	notebook-shim	`0.2.4`	indirect
PyPI	numpy	`2.3.5`	indirect
PyPI	nvidia-cublas-cu12	`12.8.4.1`	indirect
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	indirect
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	indirect
PyPI	nvidia-cufft-cu12	`11.3.3.83`	indirect
PyPI	nvidia-cufile-cu12	`1.13.1.3`	indirect
PyPI	nvidia-curand-cu12	`10.3.9.90`	indirect
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	indirect
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	indirect
PyPI	nvidia-cusparselt-cu12	`0.7.1`	indirect
PyPI	nvidia-nccl-cu12	`2.27.5`	indirect
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	indirect
PyPI	nvidia-nvshmem-cu12	`3.3.20`	indirect
PyPI	nvidia-nvtx-cu12	`12.8.90`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	pandas	`2.3.3`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.0.0`	indirect
PyPI	platformdirs	`4.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	prometheus-client	`0.23.1`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	psutil	`7.1.3`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pybind11	`3.0.1`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pyparsing	`3.2.5`	indirect
PyPI	pyright	`1.1.407`	indirect
PyPI	pytest	`9.0.1`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-json-logger	`4.0.0`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pywinpty	`3.0.2`	indirect
PyPI	pyyaml	`6.0.2`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	readchar	`4.2.1`	indirect
PyPI	readme-renderer	`44.0`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2025.11.3`	indirect
PyPI	requests	`2.32.4`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986	`2.0.0`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rfc3987-syntax	`1.1.0`	indirect
PyPI	rich	`14.2.0`	indirect
PyPI	rpds-py	`0.29.0`	indirect
PyPI	ruff	`0.14.6`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	seaborn	`0.13.2`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	send2trash	`1.8.3`	indirect
PyPI	setuptools	`80.9.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	soupsieve	`2.8`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tinycss2	`1.4.0`	indirect
PyPI	tornado	`6.5.2`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	transformers	`4.57.1`	indirect
PyPI	triton	`3.5.1`	indirect
PyPI	twine	`6.2.0`	indirect
PyPI	typing-extensions	`4.14.0`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	tzdata	`2025.2`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	urllib3	`2.4.0`	indirect
PyPI	urllib3	`2.5.0`	indirect
PyPI	wcwidth	`0.2.14`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	widgetsnbextension	`4.0.15`	indirect
PyPI	wrapt	`1.17.3`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	zipp	`3.23.0`	indirect

Dependency advisories 0

Installing pypi:luxical@1.1.2 pulls in 28 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

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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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

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