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yzhao062 / pyod
94%
master: 95%

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Build:
LAST BUILD BRANCH: development
DEFAULT BRANCH: master
Repo Added 24 May 2018 09:33PM UTC
Files 129
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24177838518

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yzhao062
feat: add ADEngine Tier B lifecycle methods (run, analyze, explain, iterate, report)

Full anomaly detection lifecycle on ADEngine:
- run_detection() with timing and score summary
- analyze_results() with score distribution, top anomalies, feature importance
- explain_findings() with per-sample explanations and contributing features
- suggest_next_step() with feedback parsing and threshold adjustment payloads
- generate_report() with markdown and JSON output
- detect() reimplemented on run_detection() for Tier B compatibility
- Updated od-expert skill and example with full lifecycle
- 86 tests passing, 3 review rounds

374 of 393 new or added lines in 2 files covered. (95.17%)

12562 of 13405 relevant lines covered (93.71%)

9.37 hits per line

Relevant lines Covered
Build:
Build:
13405 RELEVANT LINES 12562 COVERED LINES
9.37 HITS PER LINE
Source Files on master
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  • Changed 2
  • Source Changed 0
  • Coverage Changed 2
Coverage ∆ File Lines Relevant Covered Missed Hits/Line

Recent builds

Builds Branch Commit Type Ran Committer Via Coverage
24177838518 development feat: add ADEngine Tier B lifecycle methods (run, analyze, explain, iterate, report) Full anomaly detection lifecycle on ADEngine: - run_detection() with timing and score summary - analyze_results() with score distribution, top anomalies, feature... push 09 Apr 2026 07:41AM UTC yzhao062 github pending completion  
24173572449 development docs: add Tier B implementation plan for ADEngine lifecycle methods push 09 Apr 2026 05:30AM UTC yzhao062 github
93.64
24172991689 development docs: revise spec to Python-first Tier B, remove MCP session complexity push 09 Apr 2026 05:04AM UTC yzhao062 github
93.64
24120822638 development fix: validate MCP payload shapes, clarify build_detector docstring push 08 Apr 2026 06:32AM UTC yzhao062 github
93.64
24118562558 master chore: update build commands with GitHub release and conda-forge steps push 08 Apr 2026 05:18AM UTC yzhao062 github
94.51
24116926775 development docs: finalize PyOD 3.0 expansion design spec (4 review rounds, 18 findings resolved) Comprehensive design for the intelligent anomaly detection platform: - ADEngine lifecycle (profile → plan → run → analyze → iterate) - MCP server with run_id st... push 08 Apr 2026 04:13AM UTC yzhao062 github
94.51
24053744079 development chore: add post-release cleanup step to build commands push 06 Apr 2026 10:32PM UTC yzhao062 github
94.51
24024292175 master chore: update build commands with GitHub release and conda-forge steps push 06 Apr 2026 08:50AM UTC yzhao062 github
94.51
24024363674 development chore: update build commands with GitHub release and conda-forge steps push 06 Apr 2026 08:44AM UTC yzhao062 github
94.51
24024040404 master V2.1.0: Multi-modal anomaly detection via foundation model embeddings V2.1.0 push 06 Apr 2026 08:29AM UTC web-flow github
94.51
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