HFAiLab / OpenCastKit
The open-source solutions of FourCastNet and GraphCast
☆314Updated last year
Alternatives and similar repositories for OpenCastKit:
Users that are interested in OpenCastKit are comparing it to the libraries listed below
- ☆113Updated last week
- ☆94Updated 3 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆102Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆170Updated 2 weeks ago
- 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…☆169Updated last year
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆249Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆553Updated last year
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆207Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆224Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆141Updated last month
- Official implementation of Earthformer☆377Updated last year
- ☆435Updated last month
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆66Updated 10 months ago
- ☆47Updated 8 months ago
- ☆20Updated 7 months ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆212Updated last week
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆207Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆36Updated 8 months ago
- A benchmark for the next generation of data-driven global weather models.☆486Updated 2 weeks ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆110Updated 3 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆214Updated last month
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆58Updated 8 months ago
- Latent diffusion for generative precipitation nowcasting☆114Updated last year
- ☆70Updated 3 months ago
- CNN for climate forecast☆87Updated 8 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆89Updated last week
- An official implementation of Pangu-Weather☆1,140Updated last year
- An implementation of "metnet3" in Pytorch☆38Updated 2 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆204Updated last month
- A benchmark dataset for data-driven weather forecasting☆727Updated last year