Fedml

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

Agent Frameworks Python Grade D Listed Apache-2.0
Listing state
Listed
HVTrust
38.3/100 · Grade D
Last push
2025-10-28 · 219d ago
Recent change
Rank +1

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
38.3/100 · Grade D
Strongest Signal
Transparency
11.9/17
Weakest Signal
Maintenance
0/20
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 16 spots (#158 → #174)
2026-06-01
Newly Listed
First tracked at rank #158
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.0/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
Refresh maintenance signals The repo was last pushed 219 days ago. Fresh activity helps separate stable projects from stale ones.
35.0
Activity Score · out of 100
38.3
HVTrust Score · out of 100
#173
Global Rank · of 196
#49

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →

Signals refreshed 2026-06-04 00:07 UTC · Repo last pushed 219 days ago — may be stale

Rank Trend

2026-06-01 2026-06-03

Activity & Reach

Stars
4.0k
Forks
768
Last Push
2025-10-28
219 days ago
Commits (4 wk)
0
Downloads (7d)
HN mentions (30d)
Open Issues
147
Rank Change
=
was #173

Analysis

HVTrust Dimensions

38.3 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
6.9 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
11.9 / 17
MaintenanceFreshness and commits
0.0 / 20
AdoptionStars and downloads
8.7 / 20

Activity Inputs

35.0 / 100
StarsRepository reach
21.6 / 30
FreshnessLast push recency
0.0 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
13.4 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.0 / 10
via deps.dev · OpenSSF
Signed Commits
37%
of last 100 commits verified
Code-Review 9
Maintained 0
CII-Best-Practices 0
Dangerous-Workflow 10
Token-Permissions 0
Binary-Artifacts 4
License 10
Fuzzing 0
Branch-Protection -1
Signed-Releases -1
Security-Policy 0
Packaging -1
SAST 7
Pinned-Dependencies 0

Is Fedml safe?

Public trust evidence for Fedml is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does Fedml publish package provenance?
No published build provenance is currently detected for Fedml. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Fedml have an OpenSSF Scorecard?
Fedml has an OpenSSF Scorecard score of 4/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Fedml actively maintained?
Stale. The repository has not been pushed to in 219 days. Consider whether the project is still being maintained.
What license does Fedml use?
Fedml ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Fedml's commits signed?
37% of the last 100 commits to Fedml are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

Runtime trust — coming soon

HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →

  • MCP support
  • Tool / plugin surface
  • External service deps
  • Package provenance drift

Maintain Fedml?

HVTrust scores Fedml from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Listed 1Rank 1
2026-06-02
Rank Moved
Rank dropped 16 spots (#158 → #174)
2026-06-01
Newly Listed
First tracked at rank #158

Embed Badge Badge guide for maintainers →

HVTrust 38.3 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/fedml.svg)](https://hvtracker.net/agents/fedml)
HTML:
<a href="https://hvtracker.net/agents/fedml"><img src="https://hvtracker.net/badge/fedml.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OSSF Scorecard via deps.dev
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON