Pyod

A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmar

Agent Frameworks Python Grade C Listed BSD-2-Clause
Listing state
Listed
HVTrust
57.6/100 · Grade C
Last push
2026-05-19 · 16d ago
Recent change
Rank +1

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
57.6/100 · Grade C
Strongest Signal
Maintenance
17.3/20
Weakest Signal
Safety / Integrity
7.2/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 10 spots (#112 → #122)
2026-06-01
Newly Listed
First tracked at rank #112
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.9/10. 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.
81.6
Activity Score · out of 100
57.6
HVTrust Score · out of 100
#122
Global Rank · of 196
#35

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C 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 16 days ago

Rank Trend

2026-06-01 2026-06-03

Activity & Reach

Stars
9.9k
Forks
1.5k
Last Push
2026-05-19
16 days ago
Commits (4 wk)
38
Downloads (7d)
HN mentions (30d)
Open Issues
230
Rank Change
▼2
was #120

Analysis

HVTrust Dimensions

57.6 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
7.2 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
12.7 / 17
MaintenanceFreshness and commits
17.3 / 20
AdoptionStars and downloads
9.6 / 20

Activity Inputs

81.6 / 100
StarsRepository reach
24.0 / 30
FreshnessLast push recency
22.8 / 25
ActivityRecent commits
19.8 / 25
CommunityFork signal
14.7 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.9 / 10
via deps.dev · OpenSSF
Signed Commits
21%
of last 100 commits verified
Code-Review 5
Dangerous-Workflow 10
Packaging -1
Maintained 10
Token-Permissions 0
CII-Best-Practices 0
Binary-Artifacts 10
Pinned-Dependencies 0
Fuzzing 0
License 10
Signed-Releases -1
Branch-Protection 0
Security-Policy 0
SAST 9

Is Pyod safe?

Pyod has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does Pyod publish package provenance?
No published build provenance is currently detected for Pyod. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Pyod have an OpenSSF Scorecard?
Pyod has an OpenSSF Scorecard score of 4.9/10. 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 Pyod actively maintained?
Maintained. Last push was 16 days ago.
What license does Pyod use?
Pyod ships under BSD-2-Clause. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Pyod's commits signed?
21% of the last 100 commits to Pyod 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 Pyod?

HVTrust scores Pyod 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 10 spots (#112 → #122)
2026-06-01
Newly Listed
First tracked at rank #112

Embed Badge Badge guide for maintainers →

HVTrust 57.6 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/pyod.svg)](https://hvtracker.net/agents/pyod)
HTML:
<a href="https://hvtracker.net/agents/pyod"><img src="https://hvtracker.net/badge/pyod.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