lucidrains / metnet3-pytorch
Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
☆202Updated last year
Related projects ⓘ
Alternatives and complementary repositories for metnet3-pytorch
- An implementation of "metnet3" in Pytorch☆37Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆242Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆203Updated this week
- A benchmark for the next generation of data-driven global weather models.☆446Updated this week
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆197Updated this week
- ☆92Updated last month
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆221Updated this week
- ☆212Updated 2 weeks ago
- Implementation of the Aurora model for atmospheric forecasting☆246Updated last month
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆104Updated last week
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆98Updated this week
- ☆41Updated 3 weeks ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆52Updated 6 months ago
- ☆406Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆117Updated this week
- A cascade machine learning forecasting system for 15-day global weather forecast☆96Updated 11 months ago
- ☆58Updated 9 months ago
- ☆67Updated last month
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆169Updated this week
- ☆46Updated 6 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆108Updated 7 months ago
- ☆21Updated 9 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆141Updated this week
- Source code for ClimateLearn☆310Updated 8 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆59Updated last month
- Massively parallel training of machine-learning based weather and climate models☆234Updated last month
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆35Updated 6 months ago
- ☆104Updated 4 months ago
- Deep learning models for global weather prediction on a cubed sphere☆93Updated 4 years ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆175Updated last month