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Oceanix

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  1. TrAISformer TrAISformer Public

    Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).

    Python 161 47

  2. GeoTrackNet GeoTrackNet Public

    A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

    Python 146 49

  3. 4dvarnet-core 4dvarnet-core Public

    Core implementation of the 4DVarNet architecture

    Python 26 11

  4. DLGD2022 DLGD2022 Public

    Jupyter Notebook 15 2

  5. 4dvarnet-starter 4dvarnet-starter Public

    Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it

    Python 13 20

  6. DLOA2023 DLOA2023 Public

    Introductory course on Deep Learning for Ocean and Atmosphere Dynamics

    Jupyter Notebook 10 4

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