Public recordWeak
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-18 16:26 UTC
arnaudfroidmont / determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
arnaudfroidmont/determined holds a health index of 41 out of 100, placing it in the Weak band. It scores highest on Sustainability & Governance (75/100) and lowest on Community & Adoption (12/100). It was last updated 912 days ago. 8 contributors account for most of its recent work.
41
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
41
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 49 is calibrated to 48 on the published index scale (record calibration 2026-08-02).
Ownership
arnaudfroidmontPersonal account
7 followers13 public repossince Apr 2019Oracle
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/determined-ai/determinedpoints to another repo — not scored | v0.38.1 | - | 34 | 577 days ago |
| PyPI | determined | 0.38.1 | 24,266 | 607 | 577 days ago |
| PyPI | model-hubpoints to another repo — not scored | 0.36.0 | 559 | 437 | 785 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
20
Development activity
1Critical
Abandonment alert
Work has arrived and nobody has attended to it
no human commit in 912 daysautomated commits excludeda published fix left unappliedreleases stalled
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How abandonment is assessedHow it's scored
| 0/36 | Push recency — last push 912 days ago |
| 0/36 | Commit cadence — 0/52 weeks with commits |
| 0/18 | Commit volume — 0 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 912 |
| active_weeks_last_year | 0 |
Release discipline
48Weak
How it's scored
| 16.2/27 | Ships releases — 100 version tags (no GitHub releases) |
| 0/36 | Release recency — latest release 913 days ago |
| 27/27 | Release cadence — a release every ~0.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | 0.31.0 |
| releases_from_tags | yes |
| days_since_latest_release | 913 |
| mean_days_between_releases | 0.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
12
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25At Risk
How it's scored
| 0/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | no |
| has_license | no |
| readme_badges | 0 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
75
Maintainer resilience (bus factor)
97Exceptional
How it's scored
| 54/54 | Bus factor — 8 contributor(s) cover half of all commits |
| 20.2/22.5 | Commit distribution — top contributor authored 10% of commits |
| 13.5/13.5 | Contributor breadth — 90 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 8 |
| contributors_sampled | 90 |
| top_contributor_share | 0.102 |
Ownership & stewardship
46Weak
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 6.5/25 | Owner reach — 7 followers of arnaudfroidmont |
| 20.3/25 | Track record — 13 public repos, account ~7 yr old |
Inputs used
| followers | 7 |
| owner_type | User |
| is_verified | — |
| owner_login | arnaudfroidmont |
| public_repos | 13 |
| account_age_days | 2,739 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
79Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 14/35 | Publish recency — latest publish 577 days ago |
| 20/20 | Version history — 607 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | determined |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 577 |
Engineering Quality
Are baseline engineering and documentation practices in place?
71
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 18 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .eslintrc.js, .flake8, .golangci.yml, e2e_tests/pyproject.toml ([tool.black]), harness/pyproject.toml ([tool.black]), model_hub/pyproject.toml ([tool.black]), pyproject.toml ([tool.black]) |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
40Weak
How it's scored
| 0/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://determined.ai |
| 0/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | https://determined.ai |
| docs_site | https://determined.ai |
| has_readme | no |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
56
Security posture
50Moderate
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 25/25 | Dependency lockfiles — go.sum, package-lock.json |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | go.sum, package-lock.json |
| manifests | bindings/requirements.txt, docs/requirements.txt, e2e_tests/pyproject.toml, go.mod, harness/pyproject.toml, harness/setup.py, hpc-ard-launcher-go/go.mod, master/pyproject.toml, model_hub/pyproject.toml, model_hub/setup.py, performance/package.json, pyproject.toml, requirements.txt |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | yes |
Dependency advisories
79Good
How it's scored
| 19.3/35 | Direct dependencies free of known advisories — 1 affected: requests 2.31.0 (moderate 5.6) |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 35.1/40 | No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 880 days ago |
Inputs used
| source | osv |
| advisories | 6 |
| affected_packages | 1 |
| assessed_packages | 66 |
| unassessed_packages | 0 |
| affected_by_severity | moderate 1 |
| direct_affected_packages | 1 |
Matched the pypi:determined@0.38.1 runtime dependency closure — what installing the published package pulls in — 66 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
73
Agent context & guidance
40Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
86Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, agent/Makefile, bindings/Makefile, docs/Makefile, docs/deploy/Makefile, e2e_tests/Makefile, examples/Makefile, harness/Makefile, helm/Makefile, master/Makefile, model_hub/Makefile, performance/Makefile, proto/Makefile, schemas/Makefile, tools/Makefile, tools/slurm/Makefile, tools/slurm/packer/Makefile, tools/slurm/terraform/Makefile, webui/Makefile, webui/react/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .eslintrc.js, .flake8, .golangci.yml, e2e_tests/pyproject.toml ([tool.black]), harness/pyproject.toml ([tool.black]), model_hub/pyproject.toml ([tool.black]), pyproject.toml ([tool.black]) |
| 11/11 | Static type checking — e2e_tests/mypy.ini, harness/determined/common/py.typed, harness/determined/py.typed, harness/mypy.ini, model_hub/model_hub/py.typed, model_hub/mypy.ini, performance/tsconfig.json, schemas/mypy.ini, tools/mypy.ini, webui/react/tsconfig.json |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile, agent/Makefile, bindings/Makefile, docs/Makefile, docs/deploy/Makefile, e2e_tests/Makefile, examples/Makefile, harness/Makefile, helm/Makefile, master/Makefile, model_hub/Makefile, performance/Makefile, proto/Makefile, schemas/Makefile, tools/Makefile, tools/slurm/Makefile, tools/slurm/packer/Makefile, tools/slurm/terraform/Makefile, webui/Makefile, webui/react/Makefile |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | e2e_tests/mypy.ini, harness/determined/common/py.typed, harness/determined/py.typed, harness/mypy.ini, model_hub/model_hub/py.typed, model_hub/mypy.ini, performance/tsconfig.json, schemas/mypy.ini, tools/mypy.ini, webui/react/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod, hpc-ard-launcher-go/go.mod, hpc-ard-launcher-go/launcher/go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
99Exceptional
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.2/55 | Manageable file sizes — 29/1,941 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 1,546,585 |
| source_files_sampled | 1,941 |
| oversized_source_files | 29 |
Machine-readable interfaces
80Excellent
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — hpc-ard-launcher-go/launcher/api/openapi.yaml, proto/src/determined/agent/v1/agent.proto, proto/src/determined/api/v1/agent.proto, proto/src/determined/api/v1/api.proto, proto/src/determined/api/v1/auth.proto, proto/src/determined/api/v1/checkpoint.proto, proto/src/determined/api/v1/command.proto, proto/src/determined/api/v1/experiment.proto, proto/src/determined/api/v1/group.proto, proto/src/determined/api/v1/job.proto, proto/src/determined/api/v1/master.proto, proto/src/determined/api/v1/model.proto, proto/src/determined/api/v1/notebook.proto, proto/src/determined/api/v1/pagination.proto, proto/src/determined/api/v1/project.proto, proto/src/determined/api/v1/rbac.proto, proto/src/determined/api/v1/resourcepool.proto, proto/src/determined/api/v1/run.proto, proto/src/determined/api/v1/shell.proto, proto/src/determined/api/v1/task.proto, proto/src/determined/api/v1/template.proto, proto/src/determined/api/v1/tensorboard.proto, proto/src/determined/api/v1/trial.proto, proto/src/determined/api/v1/user.proto, proto/src/determined/api/v1/webhook.proto, proto/src/determined/api/v1/workspace.proto, proto/src/determined/checkpoint/v1/checkpoint.proto, proto/src/determined/command/v1/command.proto, proto/src/determined/common/v1/common.proto, proto/src/determined/container/v1/container.proto, proto/src/determined/device/v1/device.proto, proto/src/determined/experiment/v1/experiment.proto, proto/src/determined/experiment/v1/searcher.proto, proto/src/determined/group/v1/group.proto, proto/src/determined/job/v1/job.proto, proto/src/determined/log/v1/log.proto, proto/src/determined/master/v1/master.proto, proto/src/determined/metric/v1/metric.proto, proto/src/determined/model/v1/model.proto, proto/src/determined/notebook/v1/notebook.proto, proto/src/determined/project/v1/project.proto, proto/src/determined/rbac/v1/rbac.proto, proto/src/determined/resourcepool/v1/resourcepool.proto, proto/src/determined/run/v1/run.proto, proto/src/determined/shell/v1/shell.proto, proto/src/determined/task/v1/task.proto, proto/src/determined/template/v1/template.proto, proto/src/determined/tensorboard/v1/tensorboard.proto, proto/src/determined/trial/v1/trial.proto, proto/src/determined/user/v1/user.proto, proto/src/determined/util/v1/util.proto, proto/src/determined/webhook/v1/webhook.proto, proto/src/determined/workspace/v1/workspace.proto, proto/src/google/api/annotations.proto, proto/src/google/api/http.proto, proto/src/google/protobuf/field_mask.proto, proto/src/google/protobuf/struct.proto, proto/src/google/protobuf/timestamp.proto, proto/src/google/protobuf/wrappers.proto, proto/src/protoc-gen-swagger/options/annotations.proto, proto/src/protoc-gen-swagger/options/openapiv2.proto |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | hpc-ard-launcher-go/launcher/api/openapi.yaml, proto/src/determined/agent/v1/agent.proto, proto/src/determined/api/v1/agent.proto, proto/src/determined/api/v1/api.proto, proto/src/determined/api/v1/auth.proto, proto/src/determined/api/v1/checkpoint.proto, proto/src/determined/api/v1/command.proto, proto/src/determined/api/v1/experiment.proto, proto/src/determined/api/v1/group.proto, proto/src/determined/api/v1/job.proto, proto/src/determined/api/v1/master.proto, proto/src/determined/api/v1/model.proto, proto/src/determined/api/v1/notebook.proto, proto/src/determined/api/v1/pagination.proto, proto/src/determined/api/v1/project.proto, proto/src/determined/api/v1/rbac.proto, proto/src/determined/api/v1/resourcepool.proto, proto/src/determined/api/v1/run.proto, proto/src/determined/api/v1/shell.proto, proto/src/determined/api/v1/task.proto, proto/src/determined/api/v1/template.proto, proto/src/determined/api/v1/tensorboard.proto, proto/src/determined/api/v1/trial.proto, proto/src/determined/api/v1/user.proto, proto/src/determined/api/v1/webhook.proto, proto/src/determined/api/v1/workspace.proto, proto/src/determined/checkpoint/v1/checkpoint.proto, proto/src/determined/command/v1/command.proto, proto/src/determined/common/v1/common.proto, proto/src/determined/container/v1/container.proto, proto/src/determined/device/v1/device.proto, proto/src/determined/experiment/v1/experiment.proto, proto/src/determined/experiment/v1/searcher.proto, proto/src/determined/group/v1/group.proto, proto/src/determined/job/v1/job.proto, proto/src/determined/log/v1/log.proto, proto/src/determined/master/v1/master.proto, proto/src/determined/metric/v1/metric.proto, proto/src/determined/model/v1/model.proto, proto/src/determined/notebook/v1/notebook.proto, proto/src/determined/project/v1/project.proto, proto/src/determined/rbac/v1/rbac.proto, proto/src/determined/resourcepool/v1/resourcepool.proto, proto/src/determined/run/v1/run.proto, proto/src/determined/shell/v1/shell.proto, proto/src/determined/task/v1/task.proto, proto/src/determined/template/v1/template.proto, proto/src/determined/tensorboard/v1/tensorboard.proto, proto/src/determined/trial/v1/trial.proto, proto/src/determined/user/v1/user.proto, proto/src/determined/util/v1/util.proto, proto/src/determined/webhook/v1/webhook.proto, proto/src/determined/workspace/v1/workspace.proto, proto/src/google/api/annotations.proto, proto/src/google/api/http.proto, proto/src/google/protobuf/field_mask.proto, proto/src/google/protobuf/struct.proto, proto/src/google/protobuf/timestamp.proto, proto/src/google/protobuf/wrappers.proto, proto/src/protoc-gen-swagger/options/annotations.proto, proto/src/protoc-gen-swagger/options/openapiv2.proto |
| interfaces_expected_of | network-service |
Key facts
0GitHub stars
90contributors
0commits, last 12 months
912days since last push
100releases
8bus factor
0open issues
Go, npm, PyPIpackage ecosystems
Data collection warnings
- Community profile unavailable
- go package 'github.com/determined-ai/determined' points at a different repository (https://github.com/determined-ai/determined); excluded from ecosystem scoring
- pypi package 'model-hub' points at a different repository (https://determined.ai/); excluded from ecosystem scoring
- Could not fetch go package 'github.hpe.com/hpe/hpc-ard-launcher-go' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit; 2026/10/18 16:24:19 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks
More detail
Direct dependencies 89
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | cloud.google.com/go | v0.94.0 | go.mod |
| Go | github.com/Masterminds/sprig/v3 | v3.2.2 | go.mod |
| Go | github.com/aws/aws-sdk-go | v1.40.34 | go.mod |
| Go | github.com/coreos/go-systemd | v0.0.0-20190719114852-fd7a80b32e1f | go.mod |
| Go | github.com/davecgh/go-spew | v1.1.1 | go.mod |
| Go | github.com/docker/docker | v24.0.9+incompatible | go.mod |
| Go | github.com/docker/go-connections | v0.4.0 | go.mod |
| Go | github.com/docker/go-units | v0.4.0 | go.mod |
| Go | github.com/dustinkirkland/golang-petname | v0.0.0-20191129215211-8e5a1ed0cff0 | go.mod |
| Go | github.com/elastic/go-elasticsearch/v7 | v7.9.0 | go.mod |
| Go | github.com/emirpasic/gods | v1.18.1 | go.mod |
| Go | github.com/ghodss/yaml | v1.0.1-0.20190212211648-25d852aebe32 | go.mod |
| Go | github.com/go-pg/migrations/v8 | v8.1.0 | go.mod |
| Go | github.com/go-pg/pg/v10 | v10.10.6 | go.mod |
| Go | github.com/golang/protobuf | v1.5.4 | go.mod |
| Go | github.com/google/go-cmp | v0.5.9 | go.mod |
| Go | github.com/google/uuid | v1.5.0 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.0 | go.mod |
| Go | github.com/grpc-ecosystem/go-grpc-middleware | v1.3.0 | go.mod |
| Go | github.com/grpc-ecosystem/go-grpc-prometheus | v1.2.0 | go.mod |
| Go | github.com/grpc-ecosystem/grpc-gateway | v1.16.0 | go.mod |
| Go | github.com/hashicorp/go-multierror | v1.1.1 | go.mod |
| Go | github.com/huandu/xstrings | v1.3.2 | go.mod |
| Go | github.com/jackc/pgconn | v1.14.3 | go.mod |
| Go | github.com/jackc/pgtype | v1.14.0 | go.mod |
| Go | github.com/jackc/pgx/v4 | v4.18.2 | go.mod |
| Go | github.com/jmoiron/sqlx | v1.2.1-0.20190826204134-d7d95172beb5 | go.mod |
| Go | github.com/labstack/echo-contrib | v0.11.0 | go.mod |
| Go | github.com/labstack/echo/v4 | v4.9.1 | go.mod |
| Go | github.com/labstack/gommon | v0.4.0 | go.mod |
| Go | github.com/o1egl/paseto | v1.0.0 | go.mod |
| Go | github.com/pkg/errors | v0.9.1 | go.mod |
| Go | github.com/prometheus/client_golang | v1.11.1 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v2 | v2.2.0 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.0 | go.mod |
| Go | github.com/soheilhy/cmux | v0.1.4 | go.mod |
| Go | github.com/spf13/cobra | v1.6.1 | go.mod |
| Go | github.com/spf13/pflag | v1.0.5 | go.mod |
| Go | github.com/spf13/viper | v1.9.0 | go.mod |
| Go | github.com/stretchr/testify | v1.8.4 | go.mod |
| Go | golang.org/x/crypto | v0.20.0 | go.mod |
| Go | golang.org/x/net | v0.21.0 | go.mod |
| Go | google.golang.org/api | v0.56.0 | go.mod |
| Go | google.golang.org/grpc | v1.45.0 | go.mod |
| Go | google.golang.org/protobuf | v1.33.0 | go.mod |
| Go | gopkg.in/guregu/null.v3 | v3.4.0 | go.mod |
| Go | gopkg.in/segmentio/analytics-go.v3 | v3.1.0 | go.mod |
| Go | gotest.tools | v2.2.0+incompatible | go.mod |
| Go | k8s.io/api | v0.20.14 | go.mod |
| Go | k8s.io/apimachinery | v0.20.14 | go.mod |
| Go | k8s.io/client-go | v0.20.14 | go.mod |
| Go | github.com/coreos/go-oidc/v3 | v3.9.0 | go.mod |
| Go | github.com/crewjam/saml | v0.4.14 | go.mod |
| Go | github.hpe.com/hpe/hpc-ard-launcher-go/launcher | v0.0.0-00010101000000-000000000000 | go.mod |
| Go | go.opentelemetry.io/contrib/instrumentation/github.com/labstack/echo/otelecho | v0.29.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.6.1 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.6.1 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.6.1 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.6.1 | go.mod |
| Go | gopkg.in/oauth2.v3 | v3.12.0 | go.mod |
| Go | github.com/Masterminds/semver/v3 | v3.1.1 | go.mod |
| Go | github.com/cenkalti/backoff/v4 | v4.1.3 | go.mod |
| Go | github.com/golang-jwt/jwt/v4 | v4.4.3 | go.mod |
| Go | github.com/shopspring/decimal | v1.2.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.13.0 | go.mod |
| Go | golang.org/x/sys | v0.18.0 | go.mod |
| Go | golang.org/x/text | v0.14.0 | go.mod |
| Go | golang.org/x/time | v0.0.0-20210723032227-1f47c861a9ac | go.mod |
| Go | google.golang.org/genproto | v0.0.0-20211223182754-3ac035c7e7cb | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | cloud.google.com/go/storage | v1.10.0 | go.mod |
| Go | github.com/docker/distribution | v2.8.2+incompatible | go.mod |
| Go | github.com/docker/docker-credential-helpers | v0.6.4 | go.mod |
| Go | github.com/go-co-op/gocron/v2 | v2.1.1 | go.mod |
| Go | github.com/go-test/deep | v1.1.0 | go.mod |
| Go | github.com/hashicorp/go-cleanhttp | v0.5.2 | go.mod |
| Go | github.com/hashicorp/golang-lru/v2 | v2.0.7 | go.mod |
| Go | github.com/jinzhu/copier | v0.3.5 | go.mod |
| Go | github.com/jonboulle/clockwork | v0.4.0 | go.mod |
| Go | github.com/lib/pq | v1.10.2 | go.mod |
| Go | github.com/robfig/cron/v3 | v3.0.1 | go.mod |
| Go | github.com/shirou/gopsutil | v3.21.11+incompatible | go.mod |
| Go | github.com/uptrace/bun | v1.2.0 | go.mod |
| Go | github.com/uptrace/bun/dialect/pgdialect | v1.2.0 | go.mod |
| Go | github.com/uptrace/bun/extra/bundebug | v1.2.0 | go.mod |
| Go | golang.org/x/exp | v0.0.0-20231219180239-dc181d75b848 | go.mod |
| Go | golang.org/x/tools | v0.16.0 | go.mod |
| Go | golang.org/x/sync | v0.5.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.0.0-20210218202405-ba52d332ba99 | hpc-ard-launcher-go/go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 1
Installing pypi:determined@0.38.1 pulls in 66 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| requests | 2.31.0 | direct | moderate | 6 | 2.33.0 |
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go, PyPI.