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Oceanix

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  1. GeoTrackNet GeoTrackNet Public

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

    Python 113 46

  2. TrAISformer TrAISformer Public

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

    Python 100 36

  3. 4dvarnet-core 4dvarnet-core Public

    Core implementation of the 4DVarNet architecture

    Python 21 11

  4. DLGD2022 DLGD2022 Public

    Jupyter Notebook 12 2

  5. DLOA2023 DLOA2023 Public

    Introductory course on Deep Learning for Ocean and Atmosphere Dynamics

    Jupyter Notebook 11 4

  6. 4dvarnet-starter 4dvarnet-starter Public

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

    Python 8 14

Repositories

Showing 10 of 54 repositories
  • MultiModel-OceanGlobalEval Public

    Evaluate Different Global Ocean Models using the same core metrics

    CIA-Oceanix/MultiModel-OceanGlobalEval’s past year of commit activity
    0 0 0 0 Updated Oct 9, 2024
  • 4dvarnet-starter Public

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

    CIA-Oceanix/4dvarnet-starter’s past year of commit activity
    Python 8 14 1 3 Updated Oct 4, 2024
  • DriftNet Public

    A novel fully-convolutional architecture inspired from the Eulerian Fokker-Planck representation of Lagrangian dynamics at sea surface

    CIA-Oceanix/DriftNet’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated Sep 30, 2024
  • CIA-Oceanix/NRT_SSH_forecasting_gulfstream’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jul 18, 2024
  • CIA-Oceanix/Sentinel1-colocalisations’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jul 16, 2024
  • CIA-Oceanix/CIA-Oceanix.github.io’s past year of commit activity
    SCSS 4 2 0 0 Updated Jul 5, 2024
  • FASCINATION Public

    Repository for the FASCINATION project

    CIA-Oceanix/FASCINATION’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated May 28, 2024
  • DLGD2022 Public
    CIA-Oceanix/DLGD2022’s past year of commit activity
    Jupyter Notebook 12 2 0 0 Updated May 16, 2024
  • 4dvarnet-core Public

    Core implementation of the 4DVarNet architecture

    CIA-Oceanix/4dvarnet-core’s past year of commit activity
    Python 21 11 1 6 Updated Apr 28, 2024
  • 4DVN-MM-W2D Public

    Reconstruction of high-resolution wind speed fields from local and low-resolution wind speed fields

    CIA-Oceanix/4DVN-MM-W2D’s past year of commit activity
    Python 1 0 0 0 Updated Mar 21, 2024

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