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lcs-crr/README.md

Hi there 👋 I'm Lucas!

I'm a data scientist at the Leiden Institute of Advanced Computer Science (LIACS) and in the powertrain development at Mercedes-Benz. Here's a few facts about me:

  • 🔭 Working on anomaly detection in time series data and writing my PhD thesis on it.
  • 🌱 Currently learning a bit of Rust/PyO3 to make my data processing functions more performant.
  • 📫 How to reach me: Email | LinkedIn

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  1. PATH PATH Public

    A Data Set for Evaluating Online Anomaly Detection Approaches for Discrete Multivariate Time Series

    C 1

  2. TeVAE TeVAE Public

    TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data

    Python 1

  3. MA-VAE MA-VAE Public

    MA-VAE: Multi-head attention-based variational autoencoder approach for anomaly detection in multivariate time-series applied to automotive endurance powertrain testing

    Python 8