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maritime-analytics

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kokoulittle / maritime-engine-anomaly-detection

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Unsupervised anomaly detection pipeline for maritime engine telemetry, combining IQR, One-Class SVM, and Isolation Forest with overlap analysis to surface high-confidence abnormal operating patterns.

python machine-learning scikit-learn outlier-detection feature-engineering unsupervised-learning anomaly-detection isolation-forest predictive-maintenance condition-monitoring one-class-svm maritime-analytics
  • Updated Feb 26, 2026
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