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amazone

DATA70141 Understanding Database Assignment 2 (group): Amazone

awesome-diffusion-models-for-weather-forecasting

A collection of research papers on Diffusion Models for Weather Forecasting.

chai

comp61332

corrformer

About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

eart60702

graphcast

hoonerg.github.io

ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

polarstereo-lonlat-convert-py

Python functions for converting polar stereographic coordinates.

skillful_nowcasting

transformer-for-river-level-prediction

Transformer for River Level Prediction

weatherbench2

A benchmark for the next generation of data-driven global weather models.