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data-driven-diagnostics

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ReverendBayes / BMW-MHD-Log-Anomaly-Detector

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BMW MHD log anomaly detector — a damn useful tool for tuners and enthusiasts. Detects log anomalies using Isolation Forests trained on real driving data with binary features for AFR spikes, throttle faults, and RPM anomalies.

python machine-learning signal-processing scikit-learn diagnostics performance-monitoring automotive unsupervised-learning mhd bmw vehicle-data anomaly-detection isolation-forest engine-tuning car-logs ecu-logging data-driven-diagnostics throttle-analysis afr-analysis
  • Updated Jun 3, 2025
  • Python

ELI7E3-M4MUN / log-anomaly-detector

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🔍 Detect and analyze anomalies in system logs with a machine-learning tool, enhancing security through automated insights and visualizations.

python machine-learning log stream-processing ids diagnostics performance-monitoring data-preprocessing bmw network-security zeek log-monitoring local-outlier-factor isolation-forest zeek-ids zeek-analysis car-logs ecu-logging data-driven-diagnostics throttle-analysis
  • Updated Jan 25, 2026
  • Python

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