deup

v0.1.1 suspicious
5.0
Medium Risk

Direct Epistemic Uncertainty Prediction (DEUP) for any scikit-learn model, with first-class time-series support.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows low risk in terms of network, shell, and obfuscation activities. However, the metadata risk score is elevated due to recent creation, rapid commit history, and a single version release from a potentially new maintainer account.

  • metadata risk due to recent creation
  • rapid commit history
  • single version release
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external communication.
  • Shell: No shell execution patterns detected, indicating the package does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The recent creation and rapid commit history suggest potential risk, especially with a single version release and a possibly new maintainer account.

🔬 Heuristic Checks

Outbound Network Calls

No suspicious network call patterns found

Code Obfuscation

No obfuscation patterns detected

Shell / Subprocess Execution

No shell execution patterns detected

Credential Harvesting

No credential harvesting patterns detected

Typosquatting

No typosquatting candidates detected

Registered Email Domain

No author email provided

Suspicious Page Links

All external links appear legitimate

Git Repository History score 5.0

Git history flags: Repository created very recently: 0 day(s) ago (2026-06-04T22:44:27Z)

  • Repository created very recently: 0 day(s) ago (2026-06-04T22:44:27Z)
  • All 11 commits happened within 24 hours
Maintainer History score 6.0

3 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Package uploaded less than 24 hours ago (2026-06-04T23:57:28.000Z)
  • Author "Ursina Sanderink" appears to have only 1 package on PyPI (new or inactive account)