sfsun67 / GraphCast-from-Ground-ZeroLinks
[2023]Run GraphCast in one click. The code will automatically install and run the model environment, automatically inferencing and demonstrating how to train the model.(DOI: 10.1126/science.adi2336; https://github.com/google-deepmind/graphcast) . Which with AutoDL (Or else your own environments). 一键运行 GraphCast，代码将自动执行模型的环境安装和运行，自动推理并演示如何训练模型。
☆30Updated last year
Alternatives and similar repositories for GraphCast-from-Ground-Zero
Users that are interested in GraphCast-from-Ground-Zero are comparing it to the libraries listed below
Sorting:
- Latent diffusion for generative precipitation nowcasting☆134Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆141Updated last year
- ☆14Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆42Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆169Updated 9 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆181Updated 2 months ago
- ☆140Updated 8 months ago
- ☆45Updated 10 months ago
- ☆13Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆93Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆258Updated this week
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆15Updated 7 months ago
- ☆42Updated 6 months ago
- Latent Diffusion model for ensemble weather forecasting☆18Updated 3 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Updated 8 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆104Updated 6 months ago
- ☆45Updated last month
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆28Updated 3 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆134Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆82Updated 5 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- ☆24Updated last year
- Initial public release of code for KARINA☆12Updated 11 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆100Updated last week
- ☆10Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 10 months ago
- Curated papers on survey paper "deep learning and foundation models for weather prediction".☆34Updated 2 weeks ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆302Updated 3 months ago
- Diffusion for climate downscaling☆69Updated last year
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆27Updated 6 months ago