xuekaiyu Goto Github PK

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

earth-forecasting-transformer

Official implementation of Earthformer

ed-lstme

enso-gtc

ENSO-GTC: ENSO deep learning forecast model with a global spatial-temporal teleconnection coupler

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gemini3d

Ionospheric fluid electrodynamic model

metnet

PyTorch Implementation of Google Research's MetNet and MetNet-2

nequickg

Python Implementation of European Space Agency's Galileo Ionospheric Model

opencastkit

The open-source solutions of FourCastNet and GraphCast

phydnet

Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"

prop

skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

smaat-unet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

tec_forecast

Keras/Tensorflow2 implementation o many deep learning models for TEC forecast on global ionosphere maps..

wwprediction

world weather prediction