CIA-Oceanix/DetideNet CIA-Oceanix/DetideNet

  • Stars
    star
    5
  • Rank 2,861,937 (Top 57 %)
  • Language
    Jupyter Notebook
  • Created over 4 years ago
  • Updated about 1 year ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
CIA-Oceanix/DetideNet
github

CIA-Oceanix

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

DetideNet: Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks

More Repositories

1

GeoTrackNet

A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
Python
106
star
2

TrAISformer

Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
Python
94
star
3

4dvarnet-core

Core implementation of the 4DVarNet architecture
Python
21
star
4

DLGD2022

Jupyter Notebook
12
star
5

DLOA2023

Introductory course on Deep Learning for Ocean and Atmosphere Dynamics
Jupyter Notebook
11
star
6

4dvarnet-starter

Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
Python
8
star
7

Conditional_StyleGAN2_pytorch

Python
7
star
8

DLGD2021

Jupyter Notebook
7
star
9

ai4oac2023

Jupyter Notebook
6
star
10

DAODEN

Implementation of Data-Assimilation-based ODE Network (DAODEN) (https://arxiv.org/abs/2009.02296)
Jupyter Notebook
6
star
11

DinAE_4DVarNN_torch

Jupyter Notebook
5
star
12

DriftNet

A novel fully-convolutional architecture inspired from the Eulerian Fokker-Planck representation of Lagrangian dynamics at sea surface
Jupyter Notebook
5
star
13

CIA-Oceanix.github.io

SCSS
4
star
14

NbedDyn

Learning latent dynamics for partially-observed chaotic systems
Jupyter Notebook
4
star
15

Dynamical_Systems_Identification

On the data-driven identification of some dynamical systems, linear regression, NODEs ...
Jupyter Notebook
3
star
16

Augmented_Koopman

Jupyter Notebook
2
star
17

MediSAR

HTML
2
star
18

Bounded-NbedDyn

Implementation of the Neural Embedding model with boundedness constraints
Jupyter Notebook
1
star
19

DINAE_keras

End-to-end learning (see Fablet et al., 2019)
Python
1
star
20

JeanZayTools

1
star
21

SAR-Segmentation

Python
1
star
22

DLCourse_MOi_2022

Jupyter Notebook
1
star
23

4DVN-MM-W2D

Reconstruction of high-resolution wind speed fields from local and low-resolution wind speed fields
Python
1
star