Public recordCritical
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 00:58 UTC
SciProgCentre / kmath
Kotlin mathematics extensions library
SciProgCentre/kmath holds a health index of 26 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (65/100) and lowest on Security (21/100). It was last updated 8 days ago. 2 contributors account for most of its recent work.
26
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
26
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
SPCOrganization
69 followers46 public repossince May 2018
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
51
Development activity
44At risk
How it's scored
| 28.8/36 | Push recency — last push 8 days ago |
| 3.5/36 | Commit cadence — 5/52 weeks with commits |
| 12.2/18 | Commit volume — 22 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 | 22 |
| human_commit_share | 1 |
| days_since_last_push | 8 |
| active_weeks_last_year | 5 |
Release discipline
62Moderate
How it's scored
| 27/27 | Ships releases — 17 releases published |
| 16.2/36 | Release recency — latest release 197 days ago |
| 12.6/27 | Release cadence — a release every ~215.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 17 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | no |
| days_since_latest_release | 197 |
| mean_days_between_releases | 215.9 |
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?
57
Popularity & adoption
68Moderate
How it's scored
| 46.3/60 | Stars — 720 stars |
| 15.1/25 | Forks — 66 forks |
| 7/15 | Watchers — 19 watchers |
Inputs used
| forks | 66 |
| stars | 720 |
| watchers | 19 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
44At risk
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 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 | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
65
Maintainer resilience (bus factor)
60Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 11.6/22.5 | Commit distribution — top contributor authored 49% of commits |
| 13.5/13.5 | Contributor breadth — 27 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 27 |
| top_contributor_share | 0.486 |
Issue & PR responsiveness
67Moderate
How it's scored
| 31.7/46.8 | Issue resolution — 68% of issues closed |
| 33.5/38.3 | PR acceptance — 263/300 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 4/28 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 263 |
| open_issues | 76 |
| closed_issues | 160 |
| issue_closed_ratio | 0.678 |
| closed_unmerged_prs | 37 |
Ownership & stewardship
68Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 13.3/25 | Owner reach — 69 followers of SciProgCentre |
| 24.2/25 | Track record — 46 public repos, account ~8 yr old |
Inputs used
| followers | 69 |
| owner_type | Organization |
| is_verified | — |
| owner_login | SciProgCentre |
| public_repos | 46 |
| account_age_days | 3,007 |
Engineering Quality
Are baseline engineering and documentation practices in place?
56
Engineering practices
34At risk
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
Inputs used
| has_ci | yes |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://sciprogcentre.github.io/kmath/ |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | kotlin, mathematics-library, jetbrains-research |
| has_wiki | no |
| homepage | https://sciprogcentre.github.io/kmath/ |
| 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?
21
Security posture
21Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
3 top contributor profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 4/28 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 14 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 |
| 2.2/2.5 | 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 — 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 — 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.2 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 21 |
| security_posture_before_jurisdiction | 42 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
33
Agent context & guidance
8Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 7.5/40 | Legible commit history — 14 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.14 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
24Critical
How it's scored
| 12.6/18 | One-command bootstrap — benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts (toolchain convention, no task runner) |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Kotlin (statically typed) |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts, kmath-ast/build.gradle.kts, kmath-commons/build.gradle.kts, kmath-complex/build.gradle.kts, kmath-core/build.gradle.kts, kmath-coroutines/build.gradle.kts, kmath-dimensions/build.gradle.kts, kmath-ejml/build.gradle.kts, kmath-for-real/build.gradle.kts, kmath-functions/build.gradle.kts, kmath-geometry/build.gradle.kts, kmath-histograms/build.gradle.kts, kmath-jupyter/build.gradle.kts, kmath-kotlingrad/build.gradle.kts, kmath-memory/build.gradle.kts, kmath-multik/build.gradle.kts, kmath-nd4j/build.gradle.kts, kmath-ojalgo/build.gradle.kts, kmath-optimization/build.gradle.kts, kmath-stat/build.gradle.kts, kmath-symja/build.gradle.kts, kmath-tensorflow/build.gradle.kts, kmath-tensors/build.gradle.kts, kmath-viktor/build.gradle.kts, test-utils/build.gradle.kts |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Kotlin (statically typed) |
| 54.9/55 | Manageable file sizes — 1/560 source files over 60KB |
Inputs used
| primary_language | Kotlin |
| largest_source_bytes | 69,014 |
| source_files_sampled | 560 |
| oversized_source_files | 1 |
Machine-readable interfaces
40At risk
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 | — |
Key facts
720GitHub stars
27contributors
22commits, last 12 months
8days since last push
17releases
2bus factor
76open issues
Mavenpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 66 ⇿
0Stars
66Forks
17Releases
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 4Patch 4
Each point covers 8 days.
OpenSSF Scorecard 4.2 / 10
4.2aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 4/28 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 14 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 |
| 9 | 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 | SAST tool is not run on all commits -- score normalized to 0 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"kotlin",
"mathematics-library",
"jetbrains-research"
],
"is_fork": false,
"size_kb": 22180,
"has_wiki": false,
"homepage": "https://sciprogcentre.github.io/kmath/",
"languages": {
"ANTLR": 887,
"Kotlin": 2059783
},
"pushed_at": "2026-07-17T20:16:21Z",
"created_at": "2018-04-14T05:52:49Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T16:32:13Z",
"description": "Kotlin mathematics extensions library",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Kotlin",
"significant_languages": [
"Kotlin"
]
},
"owner": {
"blog": "https://sciprog.center",
"name": "SPC",
"type": "Organization",
"login": "SciProgCentre",
"company": null,
"location": null,
"followers": 69,
"avatar_url": "https://avatars.githubusercontent.com/u/38881479?v=4",
"created_at": "2018-05-01T10:44:59Z",
"is_verified": null,
"public_repos": 46,
"account_age_days": 3007
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": null,
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-01-09T11:29:19Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2023-05-12T19:24:30Z"
},
{
"tag": "v0.3.1-dev-RC",
"kind": "prerelease",
"published_at": "2023-04-09T08:14:13Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2022-04-12T08:03:06Z"
},
{
"tag": "v0.3.0-dev-18",
"kind": "prerelease",
"published_at": "2022-02-13T14:49:46Z"
},
{
"tag": "v0.3.0-dev-8",
"kind": "prerelease",
"published_at": "2021-05-08T14:17:09Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2021-02-21T14:00:33Z"
},
{
"tag": "v0.2.0-dev-5",
"kind": "prerelease",
"published_at": "2021-01-20T14:33:58Z"
},
{
"tag": "v0.2.0-dev-2",
"kind": "prerelease",
"published_at": "2020-09-27T17:06:39Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2020-09-14T19:50:22Z"
},
{
"tag": "0.1.4-dev-8",
"kind": "prerelease",
"published_at": "2020-06-27T13:49:10Z"
},
{
"tag": "0.1.4-dev-4",
"kind": "prerelease",
"published_at": "2020-04-30T08:42:54Z"
},
{
"tag": "0.1.3",
"kind": "patch",
"published_at": "2019-06-26T15:55:45Z"
},
{
"tag": "0.1.2",
"kind": "patch",
"published_at": "2019-05-31T10:22:09Z"
},
{
"tag": "0.1.0",
"kind": "minor",
"published_at": "2019-02-22T10:54:12Z"
},
{
"tag": "0.1.0-dev",
"kind": "prerelease",
"published_at": "2019-02-21T05:59:50Z"
},
{
"tag": "0.0.2-dev-1",
"kind": "prerelease",
"published_at": "2018-12-11T14:33:04Z"
}
],
"recent_commits": [
{
"oid": "33ca467fa8b3c710422204da77740b7efa68c062",
"body": "…in/dokka/issues/4001' (!532) from dev into main\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/532",
"is_bot": false,
"headline": "Merge pull request 'Workaround for dokka bug: https://github.com/Kotl…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2026-01-09T11:49:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72b0d9edc9b61078ac151c19eb6016f973cf87a1",
"body": null,
"is_bot": false,
"headline": "Workaround for dokka bug: https://github.com/Kotlin/dokka/issues/4001",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-09T11:48:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8b23261e1cfcec8c5747ab9717efc39888263b8",
"body": "Move last projects from JVM to MPP.\nUpdate changelog.",
"is_bot": false,
"headline": "Update Readme.",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-09T11:00:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d64a117a9f396a5cb463cc8de9349127655de1e1",
"body": null,
"is_bot": false,
"headline": "Update changelog",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-08T12:55:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "845aea0cd78989ae6a1649b1f7c038c7d11554af",
"body": "… matrices to solve KS-626' (!530) from feature/boolean-flag-attributes into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/530\nReviewed-by: Gleb Minaev <glebminaev02@yandex.ru>",
"is_bot": false,
"headline": "Merge pull request 'Replace FlagAttributes with BooleanAttributes for…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-11-30T08:55:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "726788012677c57060731ed47bce04ef7afd2e52",
"body": null,
"is_bot": false,
"headline": "Remove unnecessary attributes type arguments for MatrixWrapper",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-30T06:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3e9e338bf9cae9025f033fd5280a763a37b778c",
"body": null,
"is_bot": false,
"headline": "Merge branch 'dev' into feature/boolean-flag-attributes",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-11-30T05:37:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73a6ad28c3450ee4fd7fe8f506a4071e16493a1b",
"body": "…sing' (!531) from add-contracts-to-operators into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/531\nReviewed-by: Alexander Nozik <altavir@gmail.com>",
"is_bot": false,
"headline": "Merge pull request 'Add contracts to operator functions that were mis…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-11-30T05:36:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7da0ace8f87e5f78518ca0aa2bd93b6d6f69de08",
"body": null,
"is_bot": false,
"headline": "Add contracts.",
"author_name": "Gleb Minaev",
"author_login": "lounres",
"committed_at": "2025-11-29T19:12:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c22b51fa518ae97fd2bb702fca3b836425d0823",
"body": null,
"is_bot": false,
"headline": "Minor fixes to builders",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-28T15:17:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26dfdf39df8ed03cd251dd7557dad7e2653c921c",
"body": "…to feature/boolean-flag-attributes",
"is_bot": false,
"headline": "Merge remote-tracking branch 'spc/feature/boolean-flag-attributes' in…",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-28T15:03:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58a3f749a7f4db68939424e60052c25c7d795b32",
"body": null,
"is_bot": false,
"headline": "Merge branch 'dev' into feature/boolean-flag-attributes",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-28T15:03:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5abc90a4ba32aee86b4371cb1f0f7ad8c6757baa",
"body": null,
"is_bot": false,
"headline": "Merge branch 'dev' into feature/boolean-flag-attributes",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-11-28T06:39:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e97e513fb274c0fdbb68134ce25cebf1c005f85",
"body": null,
"is_bot": false,
"headline": "Update github actions config",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-28T06:13:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d08aed5ebbd3306ac33cf025a49aec5167e44c4",
"body": "…ibutes.",
"is_bot": false,
"headline": "Remove unnecessary inheritance from BooleanAttributes for matrix attr…",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-28T06:06:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9c1947b70bc80762b082776e54fd84589681003",
"body": "…S-626",
"is_bot": false,
"headline": "Replace FlagAttributes with BooleanAttributes for matrices to solve K…",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-27T10:17:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1446741dbe3e251a5bcae5de1311d73eb47f62d",
"body": null,
"is_bot": false,
"headline": "add test for failure on cholesky non positive-defined input",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-27T07:14:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98dd43d404de361996bbeec722eb414c7bee4fe0",
"body": null,
"is_bot": false,
"headline": "adoptation fixes",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-27T05:44:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "577401bb083735646cbca1745ac32e1465d01ea2",
"body": null,
"is_bot": false,
"headline": "Merge branch 'refs/heads/beta/kotlin-2.3.0' into dev",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-25T18:30:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "896822ec7797df87500eef11ee8ef9ddf0f4c327",
"body": null,
"is_bot": false,
"headline": "Fix for KS-627",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-11-25T18:27:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff5fbfa8d8c443cecc9324d0b6528b69b61ba928",
"body": null,
"is_bot": false,
"headline": "Kotlin 2.3.0",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-10-10T15:03:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fe77607d81f42522a4ce72702e246fa4935bbda",
"body": null,
"is_bot": false,
"headline": "Stabilize build for 2.2.20-Beta2",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-07-30T07:47:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6892e2e5c65329c4379b51dc1bd2055b395b1bd",
"body": null,
"is_bot": false,
"headline": "Merge branch 'beta/2.2.0' into beta/kotlin-2.2.20",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-07-11T10:12:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "101eb612b13d3257ff1ff62b471698e306a23f76",
"body": null,
"is_bot": false,
"headline": "add multik transpose direct comparison",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-06-04T15:24:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "785d3bd10450de186062a322a5f3b6901554b86f",
"body": "Fix transposed in mutlik algebra.",
"is_bot": false,
"headline": "Merge pull request #543 from SciProgCentre/bug/multik-transposed",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-06-04T15:07:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f362c3e31f9eb642d6bbfa22b150fc3bbaf49cae",
"body": null,
"is_bot": false,
"headline": "fix geometric mean test",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-06-04T14:54:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1fd5e3fba11e3c0959701c255f6b2f38b881eb72",
"body": "Add test for multik transpose",
"is_bot": false,
"headline": "Fix transposed in mutlik algebra.",
"author_name": "Mikhail Zelenyi",
"author_login": null,
"committed_at": "2025-06-04T14:33:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0cd9a329cee675fb2fd8752e8d743b47e9220885",
"body": null,
"is_bot": false,
"headline": "fix geometric mean test",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-05-26T12:41:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2a3fd4fa2de91814c3ecda8cd15552802632a2a",
"body": "…UD-13-quantile into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/528\nReviewed-by: Alexander Nozik <altavir@gmail.com>",
"is_bot": false,
"headline": "Merge pull request 'STUD-13 add Quantile' (!528) from qwazer/kmath:ST…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-05-26T09:19:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4afd350a4e29a909d8a57b531d19f82a12b4861d",
"body": null,
"is_bot": false,
"headline": "STUD-13 polish docs",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-26T07:40:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "202585d9564b78df30d66da52d4dc3a279ebd575",
"body": "adapted from Julia implementation",
"is_bot": false,
"headline": "STUD-13 add Quantile",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-22T15:03:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6f9984c8ec832e70ab137426da3ace538823158",
"body": "…om qwazer/kmath:STUD-13-fix-composite-means into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/527\nReviewed-by: Alexander Nozik <altavir@gmail.com>",
"is_bot": false,
"headline": "Merge pull request 'fix geometric mean ComposableStatistic' (!527) fr…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-05-12T14:32:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3649d013cd2e7b37e59b3cfae1b32706df27bbab",
"body": null,
"is_bot": false,
"headline": "fix geometric mean ComposableStatistic",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-12T14:23:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b10caebe2a915237fdaa9ef80868308992366ad8",
"body": null,
"is_bot": false,
"headline": "fix mean statistics composition",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2025-05-11T16:36:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "752a849cd322c1a93bdc83406b9621ea2b0ef3ca",
"body": "…tics' (!526) from qwazer/kmath:STUD-13 into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/526\nReviewed-by: Alexander Nozik <altavir@gmail.com>",
"is_bot": false,
"headline": "Merge pull request 'STUD-13 add Variance and StandardDeviation statis…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-05-10T17:40:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2535d4536ecb4709241bae41ceaac08ee0f2a557",
"body": null,
"is_bot": false,
"headline": "STUD-13 add Variance and StandardDeviation statistics",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-09T13:07:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4464b72e45443c4d3f2e6e3b2cb9a0c4d5153c86",
"body": "…ethod computeIntermediate",
"is_bot": false,
"headline": "STUD-13. Improve numerical stability of mean statistic algorithm in m…",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-06T13:11:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce453129f027a5ea7bc3615e2330d2d14110c954",
"body": "…istic algorithm' (!525) from qwazer/kmath:STUD-13 into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/525\nReviewed-by: Alexander Nozik <altavir@gmail.com>",
"is_bot": false,
"headline": "Merge pull request 'STUD-13. Improve numerical stability of mean stat…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-05-05T12:57:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d43ce15b993118ba6fd1f0d51a48b25890d5c2c1",
"body": "Replace naive summation that prone to floating-point errors (loss of precision) by Welford’s Online Algorithm which updates mean incrementally and more numerically stable.\n The cons is slightly higher computational overhead.",
"is_bot": false,
"headline": "STUD-13. Improve numerical stability of mean statistic algorithm",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-05-05T12:34:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "288ec467e699b343924885e684df4dccd87e14fa",
"body": "…kmath:STUD-13 into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/524",
"is_bot": false,
"headline": "Merge pull request 'add Geometric Mean statistic' (!524) from qwazer/…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-04-28T07:38:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59fbe5165f3c76ecf4b9d6e929f46c2e743ac2bb",
"body": null,
"is_bot": false,
"headline": "add Geometric Mean statistic",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-04-23T13:26:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d37a5255f05287ac659ab1e9780f434120f452a",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'github/dev' into dev",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-04-23T06:13:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "61209e81b5cc09b5adc1feaa0299b3e54e8e1aa9",
"body": null,
"is_bot": false,
"headline": "kotlin 2.2.0",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-04-23T06:12:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5bbff7e8ad79cd9e248bde233fc10e93490446c4",
"body": "Add \"min\" and \"max\" statistics implemented as ExtremeValueStatistic",
"is_bot": false,
"headline": "Merge pull request #541 from qwazer/STUD-13",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-04-23T06:11:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ac9794c0ca463c2a2267eb3589d31daca6dcd24",
"body": "- Remove ExtremeValueStatistic\n- Add benchmark",
"is_bot": false,
"headline": "Add Min/Max statistics",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-04-17T13:26:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e41bbe711cf8fbe765e6e6f5c836a6d6d5c80589",
"body": null,
"is_bot": false,
"headline": "fix global scope pollution",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-04-16T12:52:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57e48194303432cc279088217f7843d291d9c218",
"body": "- Add ExtremeValueStatistic\n- Add statistics docs",
"is_bot": false,
"headline": "Add \"min\" and \"max\" statistics implemented as ExtremeValueStatistic",
"author_name": "qwazer",
"author_login": "qwazer",
"committed_at": "2025-04-15T16:53:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e213db67da026b4285fb007e8408f3d25f00fe2a",
"body": null,
"is_bot": false,
"headline": "Add Float64Vector3D factory function",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-04-07T09:27:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2fef6cb5dcd7906acc0d84725b3a0e612da2df6",
"body": null,
"is_bot": false,
"headline": "Add benchmarks to Readme",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-26T08:07:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef31e356031dfdd2f20889e1f8e7948a60d8046b",
"body": null,
"is_bot": false,
"headline": "Add attribute builder accessors for fits",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-16T12:54:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a756490d20f80f41efeb98cbebe1a07f8bcb9df1",
"body": null,
"is_bot": false,
"headline": "Fix package for context line extensions",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-10T07:13:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d3d08e66bffe2234d38354cce58e9e37d5c1df4",
"body": null,
"is_bot": false,
"headline": "Update dokka configuration",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-10T06:26:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8deaf1470ae79ed898d5db36c197dbe73b2d351b",
"body": null,
"is_bot": false,
"headline": "Update pages.yml",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-03-10T04:46:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e11968f8d27184cf52fd627e2d91712d2e2d6125",
"body": null,
"is_bot": false,
"headline": "Remove ND4j",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-07T18:03:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "656d874a65b3e698b90857a32497982b2d726828",
"body": null,
"is_bot": false,
"headline": "fix dokka",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-03-07T18:03:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4277f480d832cb2e082c015e755b9e4b8303ad24",
"body": null,
"is_bot": false,
"headline": "Remove nd4j dependency from benchmarks",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T11:46:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a3cf190b184b75c696f6bd27ef75eb2c751b4cf",
"body": null,
"is_bot": false,
"headline": "Upgrade tensorflow version",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T10:13:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06271fb88912ce1a4f745e0cc30ccafbe8ff2ee7",
"body": null,
"is_bot": false,
"headline": "0.4.2 release",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T06:28:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdc9d355125c8baa9782b3427e48128c345b3e48",
"body": null,
"is_bot": false,
"headline": "Add sparse matrix builder",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T06:26:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b230abefc8279b4c6619dd14db6bfbeea8c3a63c",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'refs/remotes/github/dev' into dev",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T06:26:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c47fa7bdba5a4bb0144d1ce285b69710676a8266",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'github/master' into dev",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-27T06:23:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c70a7c51280078cfed36d1444917d3a634da0e29",
"body": null,
"is_bot": false,
"headline": "Add sparse matrix builder",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-26T19:17:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "720378f7fcf7210a31c5f7349a0b71584f62573b",
"body": "Move ND4J dependencies to libs.versions.toml, API dump in kmath-nd4j",
"is_bot": false,
"headline": "Merge pull request #535 from SciProgCentre/commandertvis/423-fix",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-01-22T06:51:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9f6b51772e85c23523f17e505acd95c724ff64e",
"body": null,
"is_bot": false,
"headline": "Move ND4J dependencies to libs.versions.toml, API dump in kmath-nd4j",
"author_name": "Iaroslav Postovalov",
"author_login": "CommanderTvis",
"committed_at": "2025-01-22T00:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "676cf5ff3be61fbd2eb7256743a3d7311fc2d643",
"body": null,
"is_bot": false,
"headline": "Ojalgo conversion bug",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-17T11:54:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5538102ad967e8bf01e69b9d2c5f735b0bb6d085",
"body": null,
"is_bot": false,
"headline": "Ojalgo conversion bug",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-17T11:52:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "345f4f2acfe6276e9005771d5118949a286dfcbf",
"body": null,
"is_bot": false,
"headline": "Update pages.yml",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-01-12T12:12:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a73406d2c6e3b5c0c4601b1064a04a53fb884d6",
"body": null,
"is_bot": false,
"headline": "Update pages.yml",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2025-01-12T11:20:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ead9b95ae88fb5e51e02a61fe9db4004aff00344",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'github/master'",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T11:09:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9d1de41b1bfc11dabd2e19ec0156948828538d0",
"body": null,
"is_bot": false,
"headline": "Update changelog and Readme for 0.4.1",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T10:40:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2b64f35d02a72616c811c1a60606adeb706520e",
"body": null,
"is_bot": false,
"headline": "Change EJML implementation to match CM and Ojalgo",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T10:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ec3d1adb9976912b646fed8741495ccc7faaa43",
"body": null,
"is_bot": false,
"headline": "add ojalgo_license",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T08:45:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d8af4e36eddace669073d83f511789f1c1b234b4",
"body": null,
"is_bot": false,
"headline": "Add ojalgo module",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T08:40:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da9608128b2ef17b2014e54fa5ff2667ad36d66a",
"body": null,
"is_bot": false,
"headline": "Move attributes to separate project",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-12T08:40:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c8e50c3dfb80b843d9db078beca354d59c4c8d4",
"body": null,
"is_bot": false,
"headline": "Move attributes to separate project",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-01-07T19:30:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "117b253d4d698e70fe28dadca4f33f44de07407d",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'github/dev' into dev",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T10:57:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6170f0376e2e259b01df3360ceeb4c026abe8116",
"body": null,
"is_bot": false,
"headline": "Fix EJML to properly treat vectors as columns",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T10:44:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd46773f432d4e23a2b851ed857add1f65ab176b",
"body": null,
"is_bot": false,
"headline": "Fix EJML to properly treat vectors as columns",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T10:43:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b518969f02073803817f01e6e564ac3dcb814826",
"body": null,
"is_bot": false,
"headline": "Update build.yml",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2024-12-24T10:02:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3aa387c544492e9046f4ebe40693ed988703df0f",
"body": null,
"is_bot": false,
"headline": "Fix EJML to properly treat vectors as columns",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T09:58:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "19139c0d4ebc1ca0a22c4291d66b3c13e89f6b9f",
"body": null,
"is_bot": false,
"headline": "Fix EJML to properly treat vectors as columns",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T09:57:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b4b8f30b2ae7ab2f24341ad6532af2fb227dcf98",
"body": null,
"is_bot": false,
"headline": "Remove hardcoded reference to SymbolIndexer in asm",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T09:51:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9f413b5ceb43147984c04d8e26a98fb245d7771",
"body": null,
"is_bot": false,
"headline": "Revert SymbolIndexer package to make ASM builders work.",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T09:26:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43e407e11a7a8692e0a4faaab02aba1affc3566b",
"body": null,
"is_bot": false,
"headline": "Merge changes for Kotlin 2.1.0",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T07:51:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a6fcfdebd1172e9afadfc2609ffa8a843cb1e210",
"body": null,
"is_bot": false,
"headline": "Merge remote-tracking branch 'spc/dev' into dev",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-24T07:44:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f55d89daf8b8c16db1471b74489349a223bb63b",
"body": null,
"is_bot": false,
"headline": "EAP 2.1.20",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-12-21T11:02:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c475c43744f12d2e0385492f725d0b714629042d",
"body": null,
"is_bot": false,
"headline": "Named buffers and named module",
"author_name": "darksnake",
"author_login": "altavir",
"committed_at": "2024-12-14T08:50:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7064546f835dd8870df0d1482ff76557bfadbef9",
"body": null,
"is_bot": false,
"headline": "add dokka multimodule",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-10-04T11:55:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a453bf0b99f6ca1504b8d72329808d5e0b8b615",
"body": "# Conflicts:\n#\tbenchmarks/build.gradle.kts\n#\tgradle.properties\n#\tkmath-ast/src/jsMain/kotlin/space/kscience/kmath/internal/base64/base64.kt",
"is_bot": false,
"headline": "Merge branch 'dev' into beta/kotlin-2.0.20",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-09-22T13:46:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab16bd16acf2569728a223d934b4785c77cc88cc",
"body": null,
"is_bot": false,
"headline": "Fix benchmark results script",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-26T10:37:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "222cdc2c141f0dd92fd97fdadff66444d654f6f2",
"body": null,
"is_bot": false,
"headline": "Add unstable marker to eigenvalue decomposition",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-21T09:06:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c1a5e62bff541cca8065e4ab4c97d02a29d685a",
"body": null,
"is_bot": false,
"headline": "Remove buildSrc",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-21T08:56:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1619a490170b4e84aa1f32fb604ef0700cfa536e",
"body": null,
"is_bot": false,
"headline": "Add proper test for symmetric matrices eigenValueDecomposition",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-18T19:45:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b818a8981f6cccfccff1444bcd7b6055f6183078",
"body": "Cosmetic change Double -> Float64",
"is_bot": false,
"headline": "Eigenvalue decomposition API",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-17T18:11:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91513a1629b110ca0632eaa6fa110234c38ab527",
"body": null,
"is_bot": false,
"headline": "Reimplement random-forking chain",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-14T16:20:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2becee7f596c218c2263957efcbd988247b557f9",
"body": null,
"is_bot": false,
"headline": "Reimplement random-forking chain",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-09T19:14:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6619db3f455da670a3cf363141b8b57c6dade365",
"body": null,
"is_bot": false,
"headline": "Reimplement random-forging chain",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-09T07:22:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48d0ee81268eba45e9a30fc4ee903a1310675c87",
"body": "Minor fixes.",
"is_bot": false,
"headline": "Add Metropolis-Hastings sampler.",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-04T18:26:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57d1cd8c87a43aa5406459a654b8d17316805acc",
"body": "Minor fixes.",
"is_bot": false,
"headline": "Add Metropolis-Hastings sampler.",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2024-08-04T12:01:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0997ccf9c4b832e7d3b8606859793cfcbb56a92",
"body": "…sampler\n\nDraft: STUD-7: Metropolis-Hastings sampler implementation",
"is_bot": false,
"headline": "Merge pull request #533 from Vasilev-Ilya/STUD-7_metropolis_hastings_…",
"author_name": "SPC-code",
"author_login": "SPC-code",
"committed_at": "2024-08-03T18:35:29Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 17,
"commits_last_year": 22,
"latest_release_at": "2026-01-09T11:29:19Z",
"latest_release_tag": "v0.5.0",
"releases_from_tags": false,
"days_since_last_push": 8,
"active_weeks_last_year": 5,
"days_since_latest_release": 197,
"mean_days_between_releases": 215.9
},
"community": {
"has_readme": true,
"has_license": false,
"has_description": true,
"has_contributing": false,
"health_percentage": 25,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 66,
"stars": 720,
"watchers": 19,
"fork_history": {
"days": [
{
"date": "2018-05-01",
"count": 1
},
{
"date": "2018-11-22",
"count": 1
},
{
"date": "2018-12-07",
"count": 1
},
{
"date": "2018-12-27",
"count": 1
},
{
"date": "2019-01-05",
"count": 1
},
{
"date": "2019-01-06",
"count": 1
},
{
"date": "2019-01-09",
"count": 1
},
{
"date": "2019-02-08",
"count": 1
},
{
"date": "2019-02-21",
"count": 1
},
{
"date": "2019-06-17",
"count": 1
},
{
"date": "2019-12-05",
"count": 1
},
{
"date": "2020-03-12",
"count": 1
},
{
"date": "2020-04-11",
"count": 1
},
{
"date": "2020-04-13",
"count": 1
},
{
"date": "2020-05-04",
"count": 1
},
{
"date": "2020-07-21",
"count": 1
},
{
"date": "2020-08-01",
"count": 1
},
{
"date": "2020-10-15",
"count": 1
},
{
"date": "2020-11-01",
"count": 1
},
{
"date": "2020-11-08",
"count": 1
},
{
"date": "2020-11-12",
"count": 1
},
{
"date": "2020-12-12",
"count": 1
},
{
"date": "2021-03-04",
"count": 1
},
{
"date": "2021-03-07",
"count": 1
},
{
"date": "2021-04-04",
"count": 1
},
{
"date": "2021-04-16",
"count": 1
},
{
"date": "2021-06-02",
"count": 1
},
{
"date": "2021-06-07",
"count": 1
},
{
"date": "2021-07-27",
"count": 1
},
{
"date": "2021-08-29",
"count": 1
},
{
"date": "2021-09-27",
"count": 1
},
{
"date": "2021-11-12",
"count": 1
},
{
"date": "2021-11-16",
"count": 1
},
{
"date": "2021-11-19",
"count": 1
},
{
"date": "2021-11-27",
"count": 1
},
{
"date": "2022-02-10",
"count": 1
},
{
"date": "2022-02-15",
"count": 1
},
{
"date": "2022-02-23",
"count": 1
},
{
"date": "2022-03-02",
"count": 1
},
{
"date": "2022-04-13",
"count": 1
},
{
"date": "2022-04-25",
"count": 1
},
{
"date": "2022-05-02",
"count": 1
},
{
"date": "2022-05-10",
"count": 1
},
{
"date": "2022-07-13",
"count": 1
},
{
"date": "2022-10-02",
"count": 1
},
{
"date": "2022-10-04",
"count": 1
},
{
"date": "2023-01-17",
"count": 1
},
{
"date": "2023-03-06",
"count": 1
},
{
"date": "2023-04-10",
"count": 1
},
{
"date": "2023-10-05",
"count": 1
},
{
"date": "2024-02-21",
"count": 1
},
{
"date": "2024-04-12",
"count": 1
},
{
"date": "2024-04-13",
"count": 1
},
{
"date": "2024-04-25",
"count": 2
},
{
"date": "2024-12-16",
"count": 2
},
{
"date": "2025-01-15",
"count": 1
},
{
"date": "2025-04-13",
"count": 1
},
{
"date": "2025-04-23",
"count": 1
},
{
"date": "2025-06-30",
"count": 2
},
{
"date": "2025-09-10",
"count": 1
},
{
"date": "2026-05-06",
"count": 1
},
{
"date": "2026-06-16",
"count": 1
},
{
"date": "2026-07-12",
"count": 1
}
],
"complete": true,
"collected": 66,
"total_forks": 66
},
"star_history": null,
"open_issues_and_prs": 80
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"benchmarks/build.gradle.kts",
"build.gradle.kts",
"examples/build.gradle.kts",
"kmath-ast/build.gradle.kts",
"kmath-commons/build.gradle.kts",
"kmath-complex/build.gradle.kts",
"kmath-core/build.gradle.kts",
"kmath-coroutines/build.gradle.kts",
"kmath-dimensions/build.gradle.kts",
"kmath-ejml/build.gradle.kts",
"kmath-for-real/build.gradle.kts",
"kmath-functions/build.gradle.kts",
"kmath-geometry/build.gradle.kts",
"kmath-histograms/build.gradle.kts",
"kmath-jupyter/build.gradle.kts",
"kmath-kotlingrad/build.gradle.kts",
"kmath-memory/build.gradle.kts",
"kmath-multik/build.gradle.kts",
"kmath-nd4j/build.gradle.kts",
"kmath-ojalgo/build.gradle.kts",
"kmath-optimization/build.gradle.kts",
"kmath-stat/build.gradle.kts",
"kmath-symja/build.gradle.kts",
"kmath-tensorflow/build.gradle.kts",
"kmath-tensors/build.gradle.kts",
"kmath-viktor/build.gradle.kts",
"test-utils/build.gradle.kts"
],
"largest_source_bytes": 69014,
"source_files_sampled": 560,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"benchmarks/build.gradle.kts",
"build.gradle.kts",
"examples/build.gradle.kts",
"kmath-ast/build.gradle.kts",
"kmath-commons/build.gradle.kts",
"kmath-complex/build.gradle.kts",
"kmath-core/build.gradle.kts",
"kmath-coroutines/build.gradle.kts",
"kmath-dimensions/build.gradle.kts",
"kmath-ejml/build.gradle.kts",
"kmath-for-real/build.gradle.kts",
"kmath-functions/build.gradle.kts",
"kmath-geometry/build.gradle.kts",
"kmath-histograms/build.gradle.kts",
"kmath-jupyter/build.gradle.kts",
"kmath-kotlingrad/build.gradle.kts",
"kmath-memory/build.gradle.kts",
"kmath-multik/build.gradle.kts",
"kmath-nd4j/build.gradle.kts",
"kmath-ojalgo/build.gradle.kts",
"kmath-optimization/build.gradle.kts",
"kmath-stat/build.gradle.kts",
"kmath-symja/build.gradle.kts",
"kmath-tensorflow/build.gradle.kts",
"kmath-tensors/build.gradle.kts",
"kmath-viktor/build.gradle.kts",
"test-utils/build.gradle.kts"
],
"advisories": {
"error": "No resolved dependencies to assess",
"scope": "repository_graph",
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"maven"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [],
"collected": true,
"truncated": false,
"total_count": 0,
"direct_count": 0,
"indirect_count": 0
}
},
"maintainership": {
"issues": {
"open_prs": 4,
"merged_prs": 263,
"open_issues": 76,
"closed_ratio": 0.678,
"closed_issues": 160,
"closed_unmerged_prs": 37
},
"bus_factor": 2,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "altavir",
"commits": 1061,
"avatar_url": "https://avatars.githubusercontent.com/u/9514268?v=4"
},
{
"type": "User",
"login": "CommanderTvis",
"commits": 713,
"avatar_url": "https://avatars.githubusercontent.com/u/38042667?v=4"
},
{
"type": "User",
"login": "lounres",
"commits": 142,
"avatar_url": "https://avatars.githubusercontent.com/u/43728100?v=4"
},
{
"type": "User",
"login": "AndreiKingsley",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/49092338?v=4"
},
{
"type": "User",
"login": "margarita0303",
"commits": 34,
"avatar_url": "https://avatars.githubusercontent.com/u/44027333?v=4"
},
{
"type": "User",
"login": "SPC-code",
"commits": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/112205870?v=4"
},
{
"type": "User",
"login": "mrFendel",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/90068601?v=4"
},
{
"type": "User",
"login": "AlyaNovikova",
"commits": 17,
"avatar_url": "https://avatars.githubusercontent.com/u/48840489?v=4"
},
{
"type": "User",
"login": "artdegt",
"commits": 16,
"avatar_url": "https://avatars.githubusercontent.com/u/54677108?v=4"
},
{
"type": "User",
"login": "zhelenskiy",
"commits": 16,
"avatar_url": "https://avatars.githubusercontent.com/u/55230817?v=4"
}
],
"contributors_sampled": 27,
"top_contributor_share": 0.486
},
"quality_signals": {
"has_ci": true,
"has_tests": false,
"ci_workflows": [
"build.yml",
"pages.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 9,
"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 5,
"reason": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 1,
"reason": "Found 4/28 approved changesets -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 14 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 9,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 0,
"reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "33ca467fa8b3c710422204da77740b7efa68c062",
"ran_at": "2026-07-26T00:58:24Z",
"aggregate_score": 4.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-01-09T12:01:26Z",
"oldest_open_prs": [
{
"number": 353,
"created_at": "2021-05-24T15:19:00Z",
"last_comment_at": "2021-06-17T13:27:35Z",
"last_comment_author": "CommanderTvis"
},
{
"number": 485,
"created_at": "2022-05-15T13:56:23Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 517,
"created_at": "2023-06-11T02:42:49Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 531,
"created_at": "2024-04-14T16:30:22Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-05-11T08:28:05Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 7,
"created_at": "2018-05-01T16:37:23Z",
"last_comment_at": "2018-05-01T16:51:02Z",
"last_comment_author": "altavir"
},
{
"number": 9,
"created_at": "2018-05-03T05:50:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 12,
"created_at": "2018-09-07T22:15:20Z",
"last_comment_at": "2018-09-08T04:37:37Z",
"last_comment_author": "altavir"
},
{
"number": 13,
"created_at": "2018-09-07T22:18:14Z",
"last_comment_at": "2019-06-07T12:29:09Z",
"last_comment_author": "altavir"
},
{
"number": 14,
"created_at": "2018-09-08T06:21:32Z",
"last_comment_at": "2019-05-02T06:46:38Z",
"last_comment_author": "altavir"
},
{
"number": 15,
"created_at": "2018-10-12T07:46:56Z",
"last_comment_at": "2019-05-02T06:32:39Z",
"last_comment_author": "altavir"
},
{
"number": 18,
"created_at": "2018-10-28T14:06:12Z",
"last_comment_at": "2018-11-23T19:08:30Z",
"last_comment_author": "altavir"
},
{
"number": 23,
"created_at": "2018-12-11T14:35:12Z",
"last_comment_at": "2024-02-18T11:09:45Z",
"last_comment_author": "SPC-code"
},
{
"number": 25,
"created_at": "2018-12-16T18:31:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 31,
"created_at": "2019-01-05T07:43:19Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 33,
"created_at": "2019-01-21T06:39:00Z",
"last_comment_at": "2019-02-22T19:05:30Z",
"last_comment_author": "altavir"
},
{
"number": 42,
"created_at": "2019-01-26T16:58:00Z",
"last_comment_at": "2019-02-21T07:59:39Z",
"last_comment_author": "Ixw123"
},
{
"number": 43,
"created_at": "2019-01-26T17:17:11Z",
"last_comment_at": "2019-08-24T07:37:46Z",
"last_comment_author": "altavir"
},
{
"number": 44,
"created_at": "2019-01-26T17:18:47Z",
"last_comment_at": "2020-07-20T13:32:27Z",
"last_comment_author": "altavir"
},
{
"number": 51,
"created_at": "2019-02-22T22:28:38Z",
"last_comment_at": "2019-06-07T12:27:22Z",
"last_comment_author": "altavir"
},
{
"number": 58,
"created_at": "2019-05-31T08:56:56Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 65,
"created_at": "2019-06-08T09:59:54Z",
"last_comment_at": "2019-06-15T12:32:08Z",
"last_comment_author": "altavir"
},
{
"number": 66,
"created_at": "2019-06-08T12:28:03Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 68,
"created_at": "2019-06-08T14:54:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 70,
"created_at": "2019-06-10T06:32:22Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/SciProgCentre/kmath",
"host": "github.com",
"name": "kmath",
"owner": "SciProgCentre"
},
"metrics": {
"overall": {
"key": "overall",
"band": "critical",
"name": "Overall health",
"note": "High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.",
"notes": [
{
"code": "jurisdiction_overall_adjustment",
"params": {
"cap": 49,
"pct": 50
}
}
],
"value": 26,
"inputs": {
"security": 21,
"vitality": 51,
"community": 57,
"governance": 65,
"engineering": 56,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"weighted_overall_before_jurisdiction": 52,
"overall_after_jurisdiction_multiplier": 26
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 51,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "at_risk",
"name": "Development activity",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"commits_last_year": 22,
"human_commit_share": 1,
"days_since_last_push": 8,
"active_weeks_last_year": 5
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 8 days ago",
"points": 28.8,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 8
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "5/52 weeks with commits",
"points": 3.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 5
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "22 commits in the last year",
"points": 12.2,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 22
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "moderate",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"releases_count": 17,
"latest_release_tag": "v0.5.0",
"releases_from_tags": false,
"days_since_latest_release": 197,
"mean_days_between_releases": 215.9
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "17 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 17
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 197 days ago",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 197
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~215.9 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 215.9
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "dormant",
"guards": [
"recent_release"
],
"signals": [
"issue_rot",
"scorecard_unmaintained"
],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": 4,
"unanswered_open_issues": 8,
"days_since_last_merged_pr": 75,
"days_since_last_human_commit": 197,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "no human commit for 197 days, with nothing left unanswered; held at dormant by a release within the year",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_quiet",
"params": {
"days": 197
}
},
{
"code": "abandonment_guarded",
"params": {
"guards": "a release within the year"
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 57,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"forks": 66,
"stars": 720,
"watchers": 19,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "720 stars",
"points": 46.3,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 720
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "66 forks",
"points": 15.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 66
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "19 watchers",
"points": 7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 19
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "at_risk",
"name": "Community health",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_readme": true,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 65,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 27,
"top_contributor_share": 0.486
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 49% of commits",
"points": 11.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 49
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "27 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 27
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 14 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"merged_prs": 263,
"open_issues": 76,
"closed_issues": 160,
"issue_closed_ratio": 0.678,
"closed_unmerged_prs": 37
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "68% of issues closed",
"points": 31.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 68
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "263/300 decided PRs merged",
"points": 33.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 263,
"decided": 300
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 4/28 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"followers": 69,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "SciProgCentre",
"public_repos": 46,
"account_age_days": 3007
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "69 followers of SciProgCentre",
"points": 13.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 69,
"login": "SciProgCentre"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "46 public repos, account ~8 yr old",
"points": 24.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 46
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 56,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 10,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"kotlin",
"mathematics-library",
"jetbrains-research"
],
"has_wiki": false,
"homepage": "https://sciprogcentre.github.io/kmath/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://sciprogcentre.github.io/kmath/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "3 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 3
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
"params": {
"cap": 49,
"pct": 50
}
}
],
"value": 21,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.2,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"security_posture_after_multiplier": 21,
"security_posture_before_jurisdiction": 42
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 4/28 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 14 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "moderate",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 3,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (3)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 3,
"country": "Russia"
}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 33,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 8,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.14,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "14 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 7.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 14,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"benchmarks/build.gradle.kts",
"build.gradle.kts",
"examples/build.gradle.kts",
"kmath-ast/build.gradle.kts",
"kmath-commons/build.gradle.kts",
"kmath-complex/build.gradle.kts",
"kmath-core/build.gradle.kts",
"kmath-coroutines/build.gradle.kts",
"kmath-dimensions/build.gradle.kts",
"kmath-ejml/build.gradle.kts",
"kmath-for-real/build.gradle.kts",
"kmath-functions/build.gradle.kts",
"kmath-geometry/build.gradle.kts",
"kmath-histograms/build.gradle.kts",
"kmath-jupyter/build.gradle.kts",
"kmath-kotlingrad/build.gradle.kts",
"kmath-memory/build.gradle.kts",
"kmath-multik/build.gradle.kts",
"kmath-nd4j/build.gradle.kts",
"kmath-ojalgo/build.gradle.kts",
"kmath-optimization/build.gradle.kts",
"kmath-stat/build.gradle.kts",
"kmath-symja/build.gradle.kts",
"kmath-tensorflow/build.gradle.kts",
"kmath-tensors/build.gradle.kts",
"kmath-viktor/build.gradle.kts",
"test-utils/build.gradle.kts"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Kotlin (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Kotlin"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Kotlin",
"largest_source_bytes": 69014,
"source_files_sampled": 560,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Kotlin (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Kotlin"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/560 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 560,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-26T00:58:43.989515Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SciProgCentre/kmath.svg",
"full_name": "SciProgCentre/kmath",
"license_state": "custom",
"license_spdx": null
}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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.