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  1. BachelorThesis-Anomaly-Detection-SK BachelorThesis-Anomaly-Detection-SK Public

    Implementácia metód Isolation Forest, One-Class SVM a Autoencoder na detekciu anomálií pri nedostatku anomálnych dát na datasetoch NASA Battery, NAB a ECG5000.

    TypeScript 1

  2. BachelorThesis-Anomaly-Detection-EN BachelorThesis-Anomaly-Detection-EN Public

    Implementation of Isolation Forest, One-Class SVM, and Autoencoder Methods for Anomaly Detection under Limited Anomalous Data Using the NASA Battery, NAB, and ECG5000 Datasets.

    TypeScript

  3. End-to-End-Predictive-Maintenance-Platform End-to-End-Predictive-Maintenance-Platform Public

    End-to-end Machine Learning platform for aircraft engine Remaining Useful Life (RUL) prediction with data validation, feature engineering, FastAPI, Docker, logging, and production-ready inference p…