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    58 repositories

    • 4dvarnet-starter

      Public
      Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
      Python
      •
      Other
      •20•12•1•2•Updated Aug 6, 2025Aug 6, 2025

    • 4dvarnet-global-mapping

      Public
      Python
      •
      Other
      •2•1•0•0•Updated Aug 6, 2025Aug 6, 2025

    • FASCINATION

      Public
      Repository for the FASCINATION project
      Jupyter Notebook
      •0•0•0•0•Updated Jun 23, 2025Jun 23, 2025

    • ocean4dvarnet

      Public
      The ocean4dvarnet package
      Python
      •
      Other
      •2•2•5•0•Updated Jun 7, 2025Jun 7, 2025

    • CIA-Oceanix.github.io

      Public
      SCSS
      •2•4•0•0•Updated Jun 4, 2025Jun 4, 2025

    • Global_SSH_forecasting_OSE

      Public
      Evaluate Different Global Ocean Models using the same core metrics
      Jupyter Notebook
      •0•0•0•0•Updated Apr 23, 2025Apr 23, 2025

    • 4dvarnet-turbiditymapping

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Dec 20, 2024Dec 20, 2024

    • 4dvarnet-starter-glorys12

      Public
      Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
      Python
      •20•0•0•0•Updated Nov 12, 2024Nov 12, 2024

    • DriftNet

      Public
      A novel fully-convolutional architecture inspired from the Eulerian Fokker-Planck representation of Lagrangian dynamics at sea surface
      Jupyter Notebook
      •
      MIT License
      •1•5•0•0•Updated Sep 30, 2024Sep 30, 2024

    • NRT_SSH_forecasting_gulfstream

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 18, 2024Jul 18, 2024

    • Sentinel1-colocalisations

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 16, 2024Jul 16, 2024

    • DLGD2022

      Public
      Jupyter Notebook
      •2•15•0•0•Updated May 16, 2024May 16, 2024

    • 4dvarnet-core

      Public
      Core implementation of the 4DVarNet architecture
      Python
      •
      Other
      •11•26•1•6•Updated Apr 28, 2024Apr 28, 2024

    • 4DVN-MM-W2D

      Public
      Reconstruction of high-resolution wind speed fields from local and low-resolution wind speed fields
      Python
      •0•4•0•0•Updated Mar 21, 2024Mar 21, 2024

    • GeoTrackNet

      Public
      A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
      Python
      •
      Other
      •48•141•9•0•Updated Dec 22, 2023Dec 22, 2023

    • SAR-Based-Wave-inversion

      Public
      This repository contains the code of the experiments described in this paper :
      Python
      •0•0•0•0•Updated Oct 12, 2023Oct 12, 2023

    • sla-data-registry

      Public
      Data for sla interpolation
      Python
      •0•0•0•0•Updated Sep 20, 2023Sep 20, 2023

    • TrAISformer

      Public
      Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
      Python
      •
      Other
      •45•157•9•0•Updated Sep 12, 2023Sep 12, 2023

    • DetideNet

      Public
      DetideNet: Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks
      Jupyter Notebook
      •1•5•0•0•Updated Sep 6, 2023Sep 6, 2023

    • 4dvarnet-james-uv-ssc

      Public
      Python
      •
      Other
      •2•0•0•0•Updated Jul 24, 2023Jul 24, 2023

    • DLOA2023

      Public
      Introductory course on Deep Learning for Ocean and Atmosphere Dynamics
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •4•10•0•0•Updated Jul 10, 2023Jul 10, 2023

    • 2023-OSSE-SSC-NATL60-GF

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 27, 2023Jun 27, 2023

    • ai4oac2023

      Public
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •4•6•0•0•Updated Apr 18, 2023Apr 18, 2023

    • MediSAR

      Public
      HTML
      •0•2•1•0•Updated Mar 26, 2023Mar 26, 2023

    • FASCINATION-experiments

      Public
      This repository is dedicated to keeping a trace of all development ideas in the scope of project FASCINATION.
      0•0•0•0•Updated Mar 15, 2023Mar 15, 2023

    • vb-4dvarnet

      Public
      0•0•0•0•Updated Mar 13, 2023Mar 13, 2023

    • DLCourse_MOi_2022

      Public
      Jupyter Notebook
      •1•1•0•0•Updated Mar 7, 2023Mar 7, 2023

    • BiNN-SDE

      Public
      Implementation of the paper Learning stochastic dynamical systems with neural networks mimicking the Euler-Maruyama scheme. Accepted in EUSIPCO2021
      Python
      •
      Other
      •0•0•0•0•Updated Feb 8, 2023Feb 8, 2023

    • DLGD2021

      Public
      Jupyter Notebook
      •5•8•0•0•Updated Dec 5, 2022Dec 5, 2022

    • 4DVarNet-wsp

      Public
      4DVarNet model applied to wind speed time series reconstruction using underwater passive acoustic data
      Python
      •0•0•0•0•Updated Jul 14, 2022Jul 14, 2022