Public recordAt risk
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 22:54 UTC
ddrous / warp
Official implementation of Weight-Space Linear Recurrent Neural Networks (ICLR 2026)
ddrous/warp holds a health index of 31 out of 100, placing it in the At risk band. It scores highest on Sustainability & Governance (44/100) and lowest on AI Readiness (10/100). It was last updated 218 days ago. A single contributor accounts for most of its recent work.
31
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.
31
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.
Ownership
Roussel Desmond NzoyemPersonal account
38 followers92 public repossince Jan 2017
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
40
Development activity
22Critical
How it's scored
| 3.6/36 | Push recency — last push 218 days ago |
| 6.9/36 | Commit cadence — 10/52 weeks with commits |
| 11.7/18 | Commit volume — 19 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 | 19 |
| human_commit_share | — |
| days_since_last_push | 218 |
| active_weeks_last_year | 10 |
Release discipline
68Moderate
How it's scored
| 27/27 | Ships releases — 4 releases published |
| 7.2/36 | Release recency — latest release 410 days ago |
| 27/27 | Release cadence — a release every ~9.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.0.4 |
| releases_from_tags | no |
| days_since_latest_release | 410 |
| mean_days_between_releases | 9.7 |
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?
18
Popularity & adoption
11Critical
How it's scored
| 11.3/60 | Stars — 6 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 1 |
| stars | 6 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 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?
44
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 38.2/38.3 | PR acceptance — 1/1 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
58Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 11.4/25 | Owner reach — 38 followers of ddrous |
| 25/25 | Track record — 92 public repos, account ~9 yr old |
Inputs used
| followers | 38 |
| owner_type | User |
| is_verified | — |
| owner_login | ddrous |
| public_repos | 92 |
| account_age_days | 3,454 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
25
Engineering practices
1Critical
How it's scored
| 0/24 | CI workflows |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | no |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
60Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 10/10 | Wiki |
Inputs used
| topics | recurrent-neural-networks, weight-space-learning, zero-shot-learning |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
21
Security posture
21Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — no data |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | License — license file not 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 — no data |
| 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 — no data |
| 0/7.5 | Vulnerabilities — 145 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 2.1 |
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.
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.
10
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 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 | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 0/18 | One-command bootstrap |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
52Moderate
How it's scored
| 0/45 | Type-checkable code — HTML without a type-check config |
| 51.9/55 | Manageable file sizes — 1/18 source files over 60KB |
Inputs used
| primary_language | HTML |
| largest_source_bytes | 80,494 |
| source_files_sampled | 18 |
| oversized_source_files | 1 |
Key facts
6GitHub stars
1contributors
19commits, last 12 months
218days since last push
4releases
1bus factor
0open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 2.1 / 10
2.1aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/28 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| n/a | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not 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 |
| n/a | Pinned-Dependencies | no dependencies found |
| 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 |
| n/a | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 145 existing vulnerabilities detected |
All dependencies 282
Full resolved dependency set from the GitHub dependency graph: 0 direct and 282 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | absl-py | 2.1.0 | indirect |
| PyPI | allpairs | 2.0.1 | indirect |
| PyPI | allpairspy | 2.5.1 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | antlr4-python3-runtime | 4.9.3 | indirect |
| PyPI | anyio | 4.2.0 | indirect |
| PyPI | argon2-cffi | 23.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 21.2.0 | indirect |
| PyPI | array-record | 0.5.1 | indirect |
| PyPI | arrow | 1.3.0 | indirect |
| PyPI | asttokens | 2.4.1 | indirect |
| PyPI | astunparse | 1.6.3 | indirect |
| PyPI | async-lru | 2.0.4 | indirect |
| PyPI | attrs | 23.2.0 | indirect |
| PyPI | babel | 2.14.0 | indirect |
| PyPI | beartype | 0.18.5 | indirect |
| PyPI | beautifulsoup4 | 4.12.3 | indirect |
| PyPI | black | 24.10.0 | indirect |
| PyPI | bleach | 6.1.0 | indirect |
| PyPI | cachetools | 5.5.0 | indirect |
| PyPI | cases | 0.1.13 | indirect |
| PyPI | celluloid | 0.2.0 | indirect |
| PyPI | certifi | 2023.11.17 | indirect |
| PyPI | cffi | 1.16.0 | indirect |
| PyPI | cfgv | 3.4.0 | indirect |
| PyPI | charset-normalizer | 3.3.2 | indirect |
| PyPI | chex | 0.1.87 | indirect |
| PyPI | click | 8.1.7 | indirect |
| PyPI | cloudpickle | 3.1.0 | indirect |
| PyPI | comm | 0.2.1 | indirect |
| PyPI | contextlib2 | 21.6.0 | indirect |
| PyPI | contourpy | 1.2.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | dataclasses | 0.6 | indirect |
| PyPI | debugpy | 1.8.0 | indirect |
| PyPI | decorator | 5.1.1 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | diffrax | 0.6.0 | indirect |
| PyPI | distlib | 0.3.9 | indirect |
| PyPI | dm-haiku | 0.0.12 | indirect |
| PyPI | dm-tree | 0.1.8 | indirect |
| PyPI | docker-pycreds | 0.4.0 | indirect |
| PyPI | docstring-parser | 0.16 | indirect |
| PyPI | e3nn-jax | 0.20.6 | indirect |
| PyPI | einops | 0.7.0 | indirect |
| PyPI | equinox | 0.11.8 | indirect |
| PyPI | etils | 1.12.0 | indirect |
| PyPI | executing | 2.0.1 | indirect |
| PyPI | fastjsonschema | 2.19.1 | indirect |
| PyPI | ffmpeg-python | 0.2.0 | indirect |
| PyPI | filelock | 3.16.1 | indirect |
| PyPI | flake8 | 7.1.1 | indirect |
| PyPI | flatbuffers | 24.3.25 | indirect |
| PyPI | flax | 0.10.2 | indirect |
| PyPI | fonttools | 4.47.2 | indirect |
| PyPI | fqdn | 1.5.1 | indirect |
| PyPI | fsspec | 2023.4.0 | indirect |
| PyPI | future | 1.0.0 | indirect |
| PyPI | gast | 0.6.0 | indirect |
| PyPI | gdown | 5.2.0 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | 3.1.44 | indirect |
| PyPI | gmsh | 4.12.2 | indirect |
| PyPI | google-api-core | 2.24.0 | indirect |
| PyPI | google-auth | 2.36.0 | indirect |
| PyPI | google-cloud-core | 2.4.1 | indirect |
| PyPI | google-cloud-storage | 2.19.0 | indirect |
| PyPI | google-crc32c | 1.6.0 | indirect |
| PyPI | google-pasta | 0.2.0 | indirect |
| PyPI | google-resumable-media | 2.7.2 | indirect |
| PyPI | googleapis-common-protos | 1.66.0 | indirect |
| PyPI | grain | 0.2.2 | indirect |
| PyPI | grpcio | 1.64.1 | indirect |
| PyPI | gviz-api | 1.10.0 | indirect |
| PyPI | h5py | 3.11.0 | indirect |
| PyPI | hydra-core | 1.3.2 | indirect |
| PyPI | identify | 2.6.3 | indirect |
| PyPI | idna | 3.6 | indirect |
| PyPI | imageio | 2.34.1 | indirect |
| PyPI | imageio-ffmpeg | 0.5.1 | indirect |
| PyPI | immutabledict | 4.2.1 | indirect |
| PyPI | importlib-resources | 6.4.0 | indirect |
| PyPI | iniconfig | 2.0.0 | indirect |
| PyPI | ipykernel | 6.29.4 | indirect |
| PyPI | ipython | 8.20.0 | indirect |
| PyPI | ipywidgets | 8.1.1 | indirect |
| PyPI | isoduration | 20.11.0 | indirect |
| PyPI | isort | 5.13.2 | indirect |
| PyPI | jax | 0.4.35 | indirect |
| PyPI | jax-cuda12-pjrt | 0.4.35 | indirect |
| PyPI | jax-cuda12-plugin | 0.4.35 | indirect |
| PyPI | jax-dataloader | 0.1.1 | indirect |
| PyPI | jaxlib | 0.4.34 | indirect |
| PyPI | jaxtyping | 0.2.25 | indirect |
| PyPI | jedi | 0.19.1 | indirect |
| PyPI | jinja2 | 3.1.3 | indirect |
| PyPI | jmp | 0.0.4 | indirect |
| PyPI | joblib | 1.3.2 | indirect |
| PyPI | jraph | 0.0.6.dev0 | indirect |
| PyPI | json5 | 0.9.14 | indirect |
| PyPI | jsonpointer | 2.4 | indirect |
| PyPI | jsonschema | 4.21.0 | indirect |
| PyPI | jsonschema-specifications | 2023.12.1 | indirect |
| PyPI | jupyter | 1.0.0 | indirect |
| PyPI | jupyter-client | 8.6.0 | indirect |
| PyPI | jupyter-console | 6.6.3 | indirect |
| PyPI | jupyter-core | 5.7.1 | indirect |
| PyPI | jupyter-events | 0.9.0 | indirect |
| PyPI | jupyter-lsp | 2.2.2 | indirect |
| PyPI | jupyter-server | 2.12.5 | indirect |
| PyPI | jupyter-server-terminals | 0.5.1 | indirect |
| PyPI | jupyterlab | 4.0.10 | indirect |
| PyPI | jupyterlab-pygments | 0.3.0 | indirect |
| PyPI | jupyterlab-server | 2.25.2 | indirect |
| PyPI | jupyterlab-widgets | 3.0.9 | indirect |
| PyPI | keras | 3.4.1 | indirect |
| PyPI | kiwisolver | 1.4.5 | indirect |
| PyPI | libclang | 18.1.1 | indirect |
| PyPI | lineax | 0.0.7 | indirect |
| PyPI | llvmlite | 0.43.0 | indirect |
| PyPI | markdown | 3.6 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 2.1.3 | indirect |
| PyPI | matplotlib | 3.8.2 | indirect |
| PyPI | matplotlib-inline | 0.1.6 | indirect |
| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | memory-profiler | 0.61.0 | indirect |
| PyPI | mistune | 3.0.2 | indirect |
| PyPI | ml-collections | 0.1.1 | indirect |
| PyPI | ml-dtypes | 0.5.0 | indirect |
| PyPI | more-itertools | 10.5.0 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | msgpack | 1.0.8 | indirect |
| PyPI | mypy-extensions | 1.0.0 | indirect |
| PyPI | namex | 0.0.8 | indirect |
| PyPI | nbclient | 0.9.0 | indirect |
| PyPI | nbconvert | 7.14.2 | indirect |
| PyPI | nbformat | 5.9.2 | indirect |
| PyPI | nest-asyncio | 1.5.9 | indirect |
| PyPI | networkx | 3.2.1 | indirect |
| PyPI | nodeenv | 1.9.1 | indirect |
| PyPI | notebook | 7.0.6 | indirect |
| PyPI | notebook-shim | 0.2.3 | indirect |
| PyPI | numba | 0.60.0 | indirect |
| PyPI | numpy | 1.26.3 | indirect |
| PyPI | nvidia-cublas-cu12 | 12.3.4.1 | indirect |
| PyPI | nvidia-cuda-cupti-cu12 | 12.3.101 | indirect |
| PyPI | nvidia-cuda-nvcc-cu12 | 12.3.107 | indirect |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.3.107 | indirect |
| PyPI | nvidia-cuda-runtime-cu12 | 12.3.101 | indirect |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | indirect |
| PyPI | nvidia-cufft-cu12 | 11.0.12.1 | indirect |
| PyPI | nvidia-curand-cu12 | 10.3.4.107 | indirect |
| PyPI | nvidia-cusolver-cu12 | 11.5.4.101 | indirect |
| PyPI | nvidia-cusparse-cu12 | 12.2.0.103 | indirect |
| PyPI | nvidia-nccl-cu12 | 2.19.3 | indirect |
| PyPI | nvidia-nvjitlink-cu12 | 12.3.101 | indirect |
| PyPI | omegaconf | 2.3.0 | indirect |
| PyPI | opencv-python | 4.10.0.84 | indirect |
| PyPI | opt-einsum | 3.3.0 | indirect |
| PyPI | optax | 0.2.3 | indirect |
| PyPI | optimistix | 0.0.9 | indirect |
| PyPI | optree | 0.11.0 | indirect |
| PyPI | orbax-checkpoint | 0.5.10 | indirect |
| PyPI | overrides | 7.4.0 | indirect |
| PyPI | packaging | 23.2 | indirect |
| PyPI | pandas | 2.2.0 | indirect |
| PyPI | pandocfilters | 1.5.1 | indirect |
| PyPI | parso | 0.8.3 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | patsy | 0.5.6 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pillow | 10.2.0 | indirect |
| PyPI | platformdirs | 4.1.0 | indirect |
| PyPI | plotly | 5.22.0 | indirect |
| PyPI | plotly-express | 0.4.1 | indirect |
| PyPI | pluggy | 1.4.0 | indirect |
| PyPI | plum-dispatch | 2.4.4 | indirect |
| PyPI | pooch | 1.8.1 | indirect |
| PyPI | pre-commit | 4.0.1 | indirect |
| PyPI | prometheus-client | 0.19.0 | indirect |
| PyPI | promise | 2.3 | indirect |
| PyPI | prompt-toolkit | 3.0.43 | indirect |
| PyPI | proto-plus | 1.25.0 | indirect |
| PyPI | protobuf | 4.25.3 | indirect |
| PyPI | psutil | 5.9.7 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.2 | indirect |
| PyPI | pyarrow | 15.0.0 | indirect |
| PyPI | pyasn1 | 0.6.1 | indirect |
| PyPI | pyasn1-modules | 0.4.1 | indirect |
| PyPI | pycodestyle | 2.12.1 | indirect |
| PyPI | pycparser | 2.21 | indirect |
| PyPI | pydantic | 2.10.6 | indirect |
| PyPI | pydantic-core | 2.27.2 | indirect |
| PyPI | pyflakes | 3.2.0 | indirect |
| PyPI | pygments | 2.17.2 | indirect |
| PyPI | pynndescent | 0.5.13 | indirect |
| PyPI | pyparsing | 3.1.1 | indirect |
| PyPI | pyqt5 | 5.15.11 | indirect |
| PyPI | pyqt5-qt5 | 5.15.15 | indirect |
| PyPI | pyqt5-sip | 12.15.0 | indirect |
| PyPI | pysocks | 1.7.1 | indirect |
| PyPI | pytest | 8.1.1 | indirect |
| PyPI | python-dateutil | 2.8.2 | indirect |
| PyPI | python-json-logger | 2.0.7 | indirect |
| PyPI | pytz | 2023.4 | indirect |
| PyPI | pyvista | 0.43.5 | indirect |
| PyPI | pyyaml | 6.0.1 | indirect |
| PyPI | pyzmq | 25.1.2 | indirect |
| PyPI | qtconsole | 5.5.1 | indirect |
| PyPI | qtpy | 2.4.1 | indirect |
| PyPI | referencing | 0.32.1 | indirect |
| PyPI | requests | 2.31.0 | indirect |
| PyPI | rfc3339-validator | 0.1.4 | indirect |
| PyPI | rfc3986-validator | 0.1.1 | indirect |
| PyPI | rich | 13.7.1 | indirect |
| PyPI | rpds-py | 0.17.1 | indirect |
| PyPI | rsa | 4.9 | indirect |
| PyPI | scienceplots | 2.1.1 | indirect |
| PyPI | scikit-base | 0.12.2 | indirect |
| PyPI | scikit-learn | 1.4.1.post1 | indirect |
| PyPI | scipy | 1.11.4 | indirect |
| PyPI | scooby | 0.9.2 | indirect |
| PyPI | seaborn | 0.13.2 | indirect |
| PyPI | send2trash | 1.8.2 | indirect |
| PyPI | sentry-sdk | 2.20.0 | indirect |
| PyPI | setproctitle | 1.3.4 | indirect |
| PyPI | setuptools | 68.2.2 | indirect |
| PyPI | simple-parsing | 0.1.7 | indirect |
| PyPI | six | 1.16.0 | indirect |
| PyPI | sktime | 0.37.0 | indirect |
| PyPI | smmap | 5.0.2 | indirect |
| PyPI | sniffio | 1.3.0 | indirect |
| PyPI | soupsieve | 2.5 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | statsmodels | 0.14.2 | indirect |
| PyPI | sympy | 1.12 | indirect |
| PyPI | tabulate | 0.9.0 | indirect |
| PyPI | tenacity | 8.5.0 | indirect |
| PyPI | tensorboard | 2.16.2 | indirect |
| PyPI | tensorboard-data-server | 0.7.2 | indirect |
| PyPI | tensorboard-plugin-profile | 2.15.1 | indirect |
| PyPI | tensorflow | 2.16.2 | indirect |
| PyPI | tensorflow-datasets | 4.9.7 | indirect |
| PyPI | tensorflow-metadata | 1.16.1 | indirect |
| PyPI | tensorrt | 10.1.0 | indirect |
| PyPI | tensorrt-cu12 | 10.1.0 | indirect |
| PyPI | tensorrt-cu12-bindings | 10.1.0 | indirect |
| PyPI | tensorrt-cu12-libs | 10.1.0 | indirect |
| PyPI | tensorstore | 0.1.57 | indirect |
| PyPI | termcolor | 2.4.0 | indirect |
| PyPI | terminado | 0.18.0 | indirect |
| PyPI | threadpoolctl | 3.4.0 | indirect |
| PyPI | tinycss2 | 1.2.1 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | toolz | 0.12.0 | indirect |
| PyPI | torch | 2.2.2+cpu | indirect |
| PyPI | torchvision | 0.17.2+cpu | indirect |
| PyPI | tornado | 6.5.1 | indirect |
| PyPI | tqdm | 4.66.2 | indirect |
| PyPI | traitlets | 5.14.1 | indirect |
| PyPI | typeguard | 2.13.3 | indirect |
| PyPI | types-python-dateutil | 2.8.19.20240106 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | tzdata | 2023.4 | indirect |
| PyPI | umap-learn | 0.5.7 | indirect |
| PyPI | uri-template | 1.3.0 | indirect |
| PyPI | urllib3 | 2.1.0 | indirect |
| PyPI | virtualenv | 20.28.0 | indirect |
| PyPI | vtk | 9.3.0 | indirect |
| PyPI | wandb | 0.19.6 | indirect |
| PyPI | wcwidth | 0.2.13 | indirect |
| PyPI | webcolors | 1.13 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | websocket-client | 1.7.0 | indirect |
| PyPI | werkzeug | 3.0.3 | indirect |
| PyPI | wheel | 0.41.2 | indirect |
| PyPI | widgetsnbextension | 4.0.9 | indirect |
| PyPI | wrapt | 1.16.0 | indirect |
| PyPI | zipp | 3.18.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"recurrent-neural-networks",
"weight-space-learning",
"zero-shot-learning"
],
"is_fork": false,
"size_kb": 34481,
"has_wiki": true,
"homepage": null,
"languages": {
"HTML": 3685850,
"Python": 319249
},
"pushed_at": "2025-12-11T18:54:23Z",
"created_at": "2025-04-01T17:07:03Z",
"owner_type": "User",
"updated_at": "2026-07-09T00:35:31Z",
"description": "Official implementation of Weight-Space Linear Recurrent Neural Networks (ICLR 2026)",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"primary_language": "HTML",
"significant_languages": [
"HTML"
]
},
"owner": {
"blog": "https://ddrous.github.io/",
"name": "Roussel Desmond Nzoyem",
"type": "User",
"login": "ddrous",
"company": null,
"location": "Manchester, UK",
"followers": 38,
"avatar_url": "https://avatars.githubusercontent.com/u/25456859?v=4",
"created_at": "2017-01-31T12:57:29Z",
"is_verified": null,
"public_repos": 92,
"account_age_days": 3454
},
"activity": {
"releases_count": 4,
"commits_last_year": 19,
"latest_release_at": "2025-06-02T09:49:50Z",
"latest_release_tag": "v0.0.4",
"releases_from_tags": false,
"days_since_last_push": 218,
"active_weeks_last_year": 10,
"days_since_latest_release": 410,
"mean_days_between_releases": 9.7
},
"community": {
"has_readme": true,
"has_license": false,
"has_description": true,
"has_contributing": false,
"health_percentage": 28,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 1,
"stars": 6,
"watchers": 1,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 80494,
"source_files_sampled": 18,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"requirements.txt"
],
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "absl-py",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "allpairs",
"direct": false,
"version": "2.0.1",
"ecosystem": "pypi"
},
{
"name": "allpairspy",
"direct": false,
"version": "2.5.1",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "antlr4-python3-runtime",
"direct": false,
"version": "4.9.3",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi",
"direct": false,
"version": "23.1.0",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi-bindings",
"direct": false,
"version": "21.2.0",
"ecosystem": "pypi"
},
{
"name": "array-record",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "arrow",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "astunparse",
"direct": false,
"version": "1.6.3",
"ecosystem": "pypi"
},
{
"name": "async-lru",
"direct": false,
"version": "2.0.4",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "23.2.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.14.0",
"ecosystem": "pypi"
},
{
"name": "beartype",
"direct": false,
"version": "0.18.5",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.12.3",
"ecosystem": "pypi"
},
{
"name": "black",
"direct": false,
"version": "24.10.0",
"ecosystem": "pypi"
},
{
"name": "bleach",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "5.5.0",
"ecosystem": "pypi"
},
{
"name": "cases",
"direct": false,
"version": "0.1.13",
"ecosystem": "pypi"
},
{
"name": "celluloid",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2023.11.17",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "chex",
"direct": false,
"version": "0.1.87",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.1.7",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": false,
"version": "3.1.0",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "contextlib2",
"direct": false,
"version": "21.6.0",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "dataclasses",
"direct": false,
"version": "0.6",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.1.1",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "diffrax",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.3.9",
"ecosystem": "pypi"
},
{
"name": "dm-haiku",
"direct": false,
"version": "0.0.12",
"ecosystem": "pypi"
},
{
"name": "dm-tree",
"direct": false,
"version": "0.1.8",
"ecosystem": "pypi"
},
{
"name": "docker-pycreds",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.16",
"ecosystem": "pypi"
},
{
"name": "e3nn-jax",
"direct": false,
"version": "0.20.6",
"ecosystem": "pypi"
},
{
"name": "einops",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "equinox",
"direct": false,
"version": "0.11.8",
"ecosystem": "pypi"
},
{
"name": "etils",
"direct": false,
"version": "1.12.0",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.0.1",
"ecosystem": "pypi"
},
{
"name": "fastjsonschema",
"direct": false,
"version": "2.19.1",
"ecosystem": "pypi"
},
{
"name": "ffmpeg-python",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.16.1",
"ecosystem": "pypi"
},
{
"name": "flake8",
"direct": false,
"version": "7.1.1",
"ecosystem": "pypi"
},
{
"name": "flatbuffers",
"direct": false,
"version": "24.3.25",
"ecosystem": "pypi"
},
{
"name": "flax",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.47.2",
"ecosystem": "pypi"
},
{
"name": "fqdn",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2023.4.0",
"ecosystem": "pypi"
},
{
"name": "future",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "gast",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "gdown",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.44",
"ecosystem": "pypi"
},
{
"name": "gmsh",
"direct": false,
"version": "4.12.2",
"ecosystem": "pypi"
},
{
"name": "google-api-core",
"direct": false,
"version": "2.24.0",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.36.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-core",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-storage",
"direct": false,
"version": "2.19.0",
"ecosystem": "pypi"
},
{
"name": "google-crc32c",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "google-pasta",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "google-resumable-media",
"direct": false,
"version": "2.7.2",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.66.0",
"ecosystem": "pypi"
},
{
"name": "grain",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.64.1",
"ecosystem": "pypi"
},
{
"name": "gviz-api",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "h5py",
"direct": false,
"version": "3.11.0",
"ecosystem": "pypi"
},
{
"name": "hydra-core",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.6",
"ecosystem": "pypi"
},
{
"name": "imageio",
"direct": false,
"version": "2.34.1",
"ecosystem": "pypi"
},
{
"name": "imageio-ffmpeg",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "immutabledict",
"direct": false,
"version": "4.2.1",
"ecosystem": "pypi"
},
{
"name": "importlib-resources",
"direct": false,
"version": "6.4.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "6.29.4",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "8.20.0",
"ecosystem": "pypi"
},
{
"name": "ipywidgets",
"direct": false,
"version": "8.1.1",
"ecosystem": "pypi"
},
{
"name": "isoduration",
"direct": false,
"version": "20.11.0",
"ecosystem": "pypi"
},
{
"name": "isort",
"direct": false,
"version": "5.13.2",
"ecosystem": "pypi"
},
{
"name": "jax",
"direct": false,
"version": "0.4.35",
"ecosystem": "pypi"
},
{
"name": "jax-cuda12-pjrt",
"direct": false,
"version": "0.4.35",
"ecosystem": "pypi"
},
{
"name": "jax-cuda12-plugin",
"direct": false,
"version": "0.4.35",
"ecosystem": "pypi"
},
{
"name": "jax-dataloader",
"direct": false,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "jaxlib",
"direct": false,
"version": "0.4.34",
"ecosystem": "pypi"
},
{
"name": "jaxtyping",
"direct": false,
"version": "0.2.25",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.19.1",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.3",
"ecosystem": "pypi"
},
{
"name": "jmp",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "jraph",
"direct": false,
"version": "0.0.6.dev0",
"ecosystem": "pypi"
},
{
"name": "json5",
"direct": false,
"version": "0.9.14",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "2.4",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.21.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2023.12.1",
"ecosystem": "pypi"
},
{
"name": "jupyter",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-client",
"direct": false,
"version": "8.6.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-console",
"direct": false,
"version": "6.6.3",
"ecosystem": "pypi"
},
{
"name": "jupyter-core",
"direct": false,
"version": "5.7.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-events",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-lsp",
"direct": false,
"version": "2.2.2",
"ecosystem": "pypi"
},
{
"name": "jupyter-server",
"direct": false,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "jupyter-server-terminals",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "jupyterlab",
"direct": false,
"version": "4.0.10",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-pygments",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-server",
"direct": false,
"version": "2.25.2",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-widgets",
"direct": false,
"version": "3.0.9",
"ecosystem": "pypi"
},
{
"name": "keras",
"direct": false,
"version": "3.4.1",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.4.5",
"ecosystem": "pypi"
},
{
"name": "libclang",
"direct": false,
"version": "18.1.1",
"ecosystem": "pypi"
},
{
"name": "lineax",
"direct": false,
"version": "0.0.7",
"ecosystem": "pypi"
},
{
"name": "llvmlite",
"direct": false,
"version": "0.43.0",
"ecosystem": "pypi"
},
{
"name": "markdown",
"direct": false,
"version": "3.6",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "2.1.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": "3.8.2",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.1.6",
"ecosystem": "pypi"
},
{
"name": "mccabe",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "memory-profiler",
"direct": false,
"version": "0.61.0",
"ecosystem": "pypi"
},
{
"name": "mistune",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "ml-collections",
"direct": false,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "ml-dtypes",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.5.0",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "msgpack",
"direct": false,
"version": "1.0.8",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "namex",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "nbclient",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "nbconvert",
"direct": false,
"version": "7.14.2",
"ecosystem": "pypi"
},
{
"name": "nbformat",
"direct": false,
"version": "5.9.2",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.5.9",
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": "3.2.1",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "notebook",
"direct": false,
"version": "7.0.6",
"ecosystem": "pypi"
},
{
"name": "notebook-shim",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "numba",
"direct": false,
"version": "0.60.0",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "1.26.3",
"ecosystem": "pypi"
},
{
"name": "nvidia-cublas-cu12",
"direct": false,
"version": "12.3.4.1",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-cupti-cu12",
"direct": false,
"version": "12.3.101",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-nvcc-cu12",
"direct": false,
"version": "12.3.107",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-nvrtc-cu12",
"direct": false,
"version": "12.3.107",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-runtime-cu12",
"direct": false,
"version": "12.3.101",
"ecosystem": "pypi"
},
{
"name": "nvidia-cudnn-cu12",
"direct": false,
"version": "9.5.1.17",
"ecosystem": "pypi"
},
{
"name": "nvidia-cufft-cu12",
"direct": false,
"version": "11.0.12.1",
"ecosystem": "pypi"
},
{
"name": "nvidia-curand-cu12",
"direct": false,
"version": "10.3.4.107",
"ecosystem": "pypi"
},
{
"name": "nvidia-cusolver-cu12",
"direct": false,
"version": "11.5.4.101",
"ecosystem": "pypi"
},
{
"name": "nvidia-cusparse-cu12",
"direct": false,
"version": "12.2.0.103",
"ecosystem": "pypi"
},
{
"name": "nvidia-nccl-cu12",
"direct": false,
"version": "2.19.3",
"ecosystem": "pypi"
},
{
"name": "nvidia-nvjitlink-cu12",
"direct": false,
"version": "12.3.101",
"ecosystem": "pypi"
},
{
"name": "omegaconf",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "opencv-python",
"direct": false,
"version": "4.10.0.84",
"ecosystem": "pypi"
},
{
"name": "opt-einsum",
"direct": false,
"version": "3.3.0",
"ecosystem": "pypi"
},
{
"name": "optax",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "optimistix",
"direct": false,
"version": "0.0.9",
"ecosystem": "pypi"
},
{
"name": "optree",
"direct": false,
"version": "0.11.0",
"ecosystem": "pypi"
},
{
"name": "orbax-checkpoint",
"direct": false,
"version": "0.5.10",
"ecosystem": "pypi"
},
{
"name": "overrides",
"direct": false,
"version": "7.4.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "23.2",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "pandocfilters",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.3",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "patsy",
"direct": false,
"version": "0.5.6",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "10.2.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "plotly",
"direct": false,
"version": "5.22.0",
"ecosystem": "pypi"
},
{
"name": "plotly-express",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "plum-dispatch",
"direct": false,
"version": "2.4.4",
"ecosystem": "pypi"
},
{
"name": "pooch",
"direct": false,
"version": "1.8.1",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "prometheus-client",
"direct": false,
"version": "0.19.0",
"ecosystem": "pypi"
},
{
"name": "promise",
"direct": false,
"version": "2.3",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.43",
"ecosystem": "pypi"
},
{
"name": "proto-plus",
"direct": false,
"version": "1.25.0",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "4.25.3",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "5.9.7",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "15.0.0",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "pyasn1-modules",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "pycodestyle",
"direct": false,
"version": "2.12.1",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.21",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.10.6",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.27.2",
"ecosystem": "pypi"
},
{
"name": "pyflakes",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.17.2",
"ecosystem": "pypi"
},
{
"name": "pynndescent",
"direct": false,
"version": "0.5.13",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "pyqt5",
"direct": false,
"version": "5.15.11",
"ecosystem": "pypi"
},
{
"name": "pyqt5-qt5",
"direct": false,
"version": "5.15.15",
"ecosystem": "pypi"
},
{
"name": "pyqt5-sip",
"direct": false,
"version": "12.15.0",
"ecosystem": "pypi"
},
{
"name": "pysocks",
"direct": false,
"version": "1.7.1",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.1.1",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.8.2",
"ecosystem": "pypi"
},
{
"name": "python-json-logger",
"direct": false,
"version": "2.0.7",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2023.4",
"ecosystem": "pypi"
},
{
"name": "pyvista",
"direct": false,
"version": "0.43.5",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.1",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "25.1.2",
"ecosystem": "pypi"
},
{
"name": "qtconsole",
"direct": false,
"version": "5.5.1",
"ecosystem": "pypi"
},
{
"name": "qtpy",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.32.1",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.31.0",
"ecosystem": "pypi"
},
{
"name": "rfc3339-validator",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "rfc3986-validator",
"direct": false,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "13.7.1",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.17.1",
"ecosystem": "pypi"
},
{
"name": "rsa",
"direct": false,
"version": "4.9",
"ecosystem": "pypi"
},
{
"name": "scienceplots",
"direct": false,
"version": "2.1.1",
"ecosystem": "pypi"
},
{
"name": "scikit-base",
"direct": false,
"version": "0.12.2",
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": "1.4.1.post1",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.11.4",
"ecosystem": "pypi"
},
{
"name": "scooby",
"direct": false,
"version": "0.9.2",
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "send2trash",
"direct": false,
"version": "1.8.2",
"ecosystem": "pypi"
},
{
"name": "sentry-sdk",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "setproctitle",
"direct": false,
"version": "1.3.4",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "68.2.2",
"ecosystem": "pypi"
},
{
"name": "simple-parsing",
"direct": false,
"version": "0.1.7",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "sktime",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.5",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "statsmodels",
"direct": false,
"version": "0.14.2",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.12",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "8.5.0",
"ecosystem": "pypi"
},
{
"name": "tensorboard",
"direct": false,
"version": "2.16.2",
"ecosystem": "pypi"
},
{
"name": "tensorboard-data-server",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "tensorboard-plugin-profile",
"direct": false,
"version": "2.15.1",
"ecosystem": "pypi"
},
{
"name": "tensorflow",
"direct": false,
"version": "2.16.2",
"ecosystem": "pypi"
},
{
"name": "tensorflow-datasets",
"direct": false,
"version": "4.9.7",
"ecosystem": "pypi"
},
{
"name": "tensorflow-metadata",
"direct": false,
"version": "1.16.1",
"ecosystem": "pypi"
},
{
"name": "tensorrt",
"direct": false,
"version": "10.1.0",
"ecosystem": "pypi"
},
{
"name": "tensorrt-cu12",
"direct": false,
"version": "10.1.0",
"ecosystem": "pypi"
},
{
"name": "tensorrt-cu12-bindings",
"direct": false,
"version": "10.1.0",
"ecosystem": "pypi"
},
{
"name": "tensorrt-cu12-libs",
"direct": false,
"version": "10.1.0",
"ecosystem": "pypi"
},
{
"name": "tensorstore",
"direct": false,
"version": "0.1.57",
"ecosystem": "pypi"
},
{
"name": "termcolor",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "terminado",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "threadpoolctl",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "tinycss2",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "toolz",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "torch",
"direct": false,
"version": "2.2.2+cpu",
"ecosystem": "pypi"
},
{
"name": "torchvision",
"direct": false,
"version": "0.17.2+cpu",
"ecosystem": "pypi"
},
{
"name": "tornado",
"direct": false,
"version": "6.5.1",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.66.2",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.14.1",
"ecosystem": "pypi"
},
{
"name": "typeguard",
"direct": false,
"version": "2.13.3",
"ecosystem": "pypi"
},
{
"name": "types-python-dateutil",
"direct": false,
"version": "2.8.19.20240106",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.12.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2023.4",
"ecosystem": "pypi"
},
{
"name": "umap-learn",
"direct": false,
"version": "0.5.7",
"ecosystem": "pypi"
},
{
"name": "uri-template",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.28.0",
"ecosystem": "pypi"
},
{
"name": "vtk",
"direct": false,
"version": "9.3.0",
"ecosystem": "pypi"
},
{
"name": "wandb",
"direct": false,
"version": "0.19.6",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.2.13",
"ecosystem": "pypi"
},
{
"name": "webcolors",
"direct": false,
"version": "1.13",
"ecosystem": "pypi"
},
{
"name": "webencodings",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.7.0",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "wheel",
"direct": false,
"version": "0.41.2",
"ecosystem": "pypi"
},
{
"name": "widgetsnbextension",
"direct": false,
"version": "4.0.9",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.18.1",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 282,
"direct_count": 0,
"indirect_count": 282
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 1,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"top_contributors": [
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": false,
"has_tests": false,
"ci_workflows": [],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"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": 0,
"reason": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"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": 0,
"reason": "Found 0/28 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": null,
"reason": "no workflows found",
"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": 0,
"reason": "license file not 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": null,
"reason": "no dependencies found",
"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": null,
"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "145 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "270fab16f149891b8982ad2d18f1df577479c144",
"ran_at": "2026-07-17T22:54:34Z",
"aggregate_score": 2.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/ddrous/warp",
"host": "github.com",
"name": "warp",
"owner": "ddrous"
},
"metrics": {
"overall": {
"key": "overall",
"band": "at_risk",
"name": "Overall health",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"security": 21,
"vitality": 40,
"community": 18,
"governance": 44,
"engineering": 25
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "at_risk",
"name": "Vitality",
"value": 40,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"commits_last_year": 19,
"human_commit_share": null,
"days_since_last_push": 218,
"active_weeks_last_year": 10
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 218 days ago",
"points": 3.6,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 218
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "10/52 weeks with commits",
"points": 6.9,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 10
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "19 commits in the last year",
"points": 11.7,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 19
}
}
],
"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": 68,
"inputs": {
"releases_count": 4,
"latest_release_tag": "v0.0.4",
"releases_from_tags": false,
"days_since_latest_release": 410,
"mean_days_between_releases": 9.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "4 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 4
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 410 days ago",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 410
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~9.7 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 9.7
}
}
],
"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": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 18,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 11,
"inputs": {
"forks": 1,
"stars": 6,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "6 stars",
"points": 11.3,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 6
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "1 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 1
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"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": "no license file detected",
"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
"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": "at_risk",
"name": "Sustainability & Governance",
"value": 44,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"merged_prs": 1,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1/1 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1,
"decided": 1
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/28 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"followers": 38,
"owner_type": "User",
"is_verified": null,
"owner_login": "ddrous",
"public_repos": 92,
"account_age_days": 3454
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "38 followers of ddrous",
"points": 11.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 38,
"login": "ddrous"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "92 public repos, account ~9 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 92
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "critical",
"name": "Engineering Quality",
"value": 25,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "critical",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"has_ci": false,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"recurrent-neural-networks",
"weight-space-learning",
"zero-shot-learning"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": 10,
"status": "met",
"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): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dangerous_workflow",
"packaging",
"pinned_dependencies",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 21,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 13,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 5,
"scorecard_aggregate": 2.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"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": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"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 0/28 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 not detected",
"points": 0,
"status": "missed",
"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": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "145 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"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": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"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": "critical",
"name": "AI Readiness",
"value": 10,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance",
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"primary_language": "HTML",
"largest_source_bytes": 80494,
"source_files_sampled": 18,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "HTML without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "HTML"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/18 source files over 60KB",
"points": 51.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 18,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T22:54:42.979125Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/ddrous/warp.svg",
"full_name": "ddrous/warp",
"license_state": "absent",
"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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.