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:
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- ☆15Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆196Updated 3 months ago
- ☆46Updated last year
- ☆143Updated 9 months ago
- A list of Precipitation Nowcasting papers and related resources.☆174Updated 10 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆136Updated 2 weeks ago
- ☆13Updated last year
- Latent Diffusion model for ensemble weather forecasting☆18Updated 4 months ago
- ☆45Updated 2 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆94Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆265Updated last week
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆186Updated 9 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆15Updated 8 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆261Updated 8 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆314Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆77Updated last year
- ☆24Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- ☆21Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆32Updated last year
- ☆42Updated 7 months ago
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆28Updated 7 months ago
- Official implementation of Earthformer☆420Updated 2 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆29Updated 4 months ago
- Initial public release of code for KARINA☆12Updated last year