198808xc / Pangu-Weather
An official implementation of Pangu-Weather
☆1,192Updated last year
Alternatives and similar repositories for Pangu-Weather
Users that are interested in Pangu-Weather are comparing it to the libraries listed below
Sorting:
- 盘古天气大模型全流程演示( 输入数据准备、预测及结果可视化)Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparati…☆182Updated last year
- The open-source solutions of FourCastNet and GraphCast☆343Updated 2 years ago
- ☆126Updated 4 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆122Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆578Updated last year
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆71Updated last year
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆249Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆265Updated last week
- ☆478Updated 2 months ago
- ☆102Updated 7 months ago
- A benchmark for the next generation of data-driven global weather models.☆522Updated this week
- ☆21Updated 11 months ago
- Official implementation of Earthformer☆399Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆247Updated this week
- Latent diffusion for generative precipitation nowcasting☆125Updated last year
- A benchmark dataset for data-driven weather forecasting☆755Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆153Updated 5 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆227Updated 3 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆129Updated 2 weeks ago
- ☆49Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆174Updated 4 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆81Updated 4 months ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆235Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆231Updated 5 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- Implementation of the Aurora model for Earth system forecasting☆342Updated this week
- ☆81Updated 7 months ago
- 提供气象产品检验相关程序☆185Updated 2 months ago
- [2023]Run GraphCast in one click. The code will automatically install and run the model environment, automatically inferencing and demons…☆26Updated last year
- NeuralGCM's differentiable dycore☆270Updated 3 weeks ago