yzhao062/pyod
View on GitHubA Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
- Stars
- 10k
- Forks
- 1.5k
- Open beginner issues
- 0
- Indexed issues
- 190
- Avg merge
- 13d 6h
- Merged PRs (30d)
- 10
- Dominant language
- Python
- License
- BSD-2-Clause
- Last GitHub push
- Sep 17, 2026
- Latest indexed
- Sep 20, 2026
- Contributing guide
- No contributing guide
- Code of conduct
- No code of conduct
- Beginner labels
- help wanted good first issue
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Difficulty 2/5 1-3 hours Newbie friendliness 88/100
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Difficulty 3/5 1-2 days Newbie friendliness 82/100
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enhancement
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DevNet: no class docstring, and five constructor parameters (including random_seed) are never used Open
Difficulty 4/5 3-5 days Newbie friendliness 45/100
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Difficulty 5/5 Over a week Newbie friendliness 45/100
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Difficulty 5/5 Over a week Newbie friendliness 35/100
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Difficulty 4/5 3-5 days Newbie friendliness 42/100
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PYOD中contamination问题 Open
Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
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Difficulty 5/5 Over a week Newbie friendliness 15/100
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
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Difficulty 3/5 1-2 days Newbie friendliness 48/100
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Difficulty 3/5 1-2 days Newbie friendliness 38/100
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Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 3/5 1-2 days Newbie friendliness 48/100
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
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Grateful Open
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Difficulty 3/5 1-2 days Newbie friendliness 45/100
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saved model size Open
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
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Difficulty 2/5 1-3 hours Newbie friendliness 30/100
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计算异常概率时会有除数为0的问题 Open
Difficulty 2/5 1-3 hours Newbie friendliness 35/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 2/5 1-3 hours Newbie friendliness 55/100
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Difficulty 3/5 1-2 days Newbie friendliness 64/100
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Difficulty 2/5 1-3 hours Newbie friendliness 35/100
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Difficulty 4/5 3-5 days Newbie friendliness 20/100
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
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Difficulty 4/5 3-5 days Newbie friendliness 30/100
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
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Difficulty 5/5 Over a week Newbie friendliness 15/100
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Difficulty 4/5 3-5 days Newbie friendliness 35/100