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Implementation of 2 VAE architectures with LSTM and GRU for anomaly detection on sequential data

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georgezefko/Anomaly-Detection-for-Sequential-Data

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Anomaly-Detection-for-Sequential-Data

Anomaly detection project for Live Road Assessment(LiRA) as part of the Advanced ML course at Technical University of Denmark.

Anomaly_Detection_for_Sequential_Data: Contains the paper with our work on the project along with results, discussion and limitations of the study.

NOTEBOOKS: Each notebook contains the code for the 4 models used in the study

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Implementation of 2 VAE architectures with LSTM and GRU for anomaly detection on sequential data

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